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    <title>Julien Simon - Articles &amp; Videos</title>
    <link>https://www.julien.org</link>
    <description>AI industry analysis, technical deep dives, and video content by Julien Simon, AI Operating Partner at Fortino Capital.</description>
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    <lastBuildDate>Sun, 03 May 2026 10:23:55 GMT</lastBuildDate>
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      <title>Julien Simon</title>
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    <item>
      <title><![CDATA[Simplify Up, Enforce Down]]></title>
      <link>https://www.julien.org/blog/industry-perspectives/2026-04-30_simplify-up-enforce-down/</link>
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      <pubDate>Thu, 30 Apr 2026 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[The EU spent five months simplifying the AI Act for the companies it can reach. Last night, after twelve hours, those negotiations failed.]]></description>
    </item>
    <item>
      <title><![CDATA[More Sovereign, Different Stack: The Builder Tax]]></title>
      <link>https://www.julien.org/blog/industry-perspectives/2026-04-29_more-sovereign-different-stack-the-builder-tax/</link>
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      <pubDate>Wed, 29 Apr 2026 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Sovereignty forces a different stack. The Commission's framework prices neither the cost nor the exit it delivers.]]></description>
    </item>
    <item>
      <title><![CDATA[Ten Percent Sovereign]]></title>
      <link>https://www.julien.org/blog/industry-perspectives/2026-04-22_ten-percent-sovereign/</link>
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      <pubDate>Wed, 22 Apr 2026 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[The European Commission awarded €180 million under a framework that scores legal sovereignty at ten percent — and didn't see what an Ontario court had just done.]]></description>
    </item>
    <item>
      <title><![CDATA[The Price of “Primary”]]></title>
      <link>https://www.julien.org/blog/industry-perspectives/2026-04-21_the-price-of-primary/</link>
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      <pubDate>Tue, 21 Apr 2026 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Jensen Huang said the quiet part out loud on April 15. Amazon just priced it.]]></description>
    </item>
    <item>
      <title><![CDATA[Anthropic Is Not a Trend]]></title>
      <link>https://www.julien.org/blog/industry-perspectives/2026-04-20_anthropic-is-not-a-trend/</link>
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      <pubDate>Mon, 20 Apr 2026 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Jensen Huang said the quiet part out loud. The market is misreading what he said.]]></description>
    </item>
    <item>
      <title><![CDATA[The HAI Numbers Moved — What It Means]]></title>
      <link>https://www.julien.org/blog/industry-perspectives/2026-04-15_the-hai-numbers-moved-what-it-means/</link>
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      <pubDate>Wed, 15 Apr 2026 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Five shifts in Stanford's 2026 AI Index. Here are the forces behind them.]]></description>
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    <item>
      <title><![CDATA[The Quiet Tax on Parallel AI Coding Work — and Why I Built Canopy]]></title>
      <link>https://www.julien.org/blog/industry-perspectives/2026-04-14_the-quiet-tax-on-parallel-ai-coding-work-and-why-i-built-canopy/</link>
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      <pubDate>Tue, 14 Apr 2026 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Claude Code wants you to do one thing at a time. Real engineering doesn't work that way.]]></description>
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      <title><![CDATA[Canopy A native macOS app for parallel Claude Code sessions with git worktrees]]></title>
      <link>https://www.julien.org/youtube/2026/20260414_Canopy_A_native_macOS_app_for_parallel_Claude_Code_sessions_with_git_worktrees.html</link>
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      <pubDate>Tue, 14 Apr 2026 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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    <item>
      <title><![CDATA[Deep Dive How Three MoE Reasoning Models Actually Work Trinity DeepSeek R1 Kimi K2]]></title>
      <link>https://www.julien.org/youtube/2026/20260413_Deep_Dive_How_Three_MoE_Reasoning_Models_Actually_Work_Trinity_DeepSeek_R1_Kimi_K2.html</link>
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      <pubDate>Mon, 13 Apr 2026 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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    <item>
      <title><![CDATA[The Verification Tax]]></title>
      <link>https://www.julien.org/blog/industry-perspectives/2026-04-10_the-verification-tax/</link>
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      <pubDate>Fri, 10 Apr 2026 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[The GPU ate the AI narrative. The CPU kept doing the work.]]></description>
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    <item>
      <title><![CDATA[Open From Both Sides]]></title>
      <link>https://www.julien.org/blog/industry-perspectives/2026-04-09_open-from-both-sides/</link>
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      <pubDate>Thu, 09 Apr 2026 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Chinese proliferation, trivial alignment removal, and the week the safety moat didn't hold.]]></description>
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    <item>
      <title><![CDATA[Train, Deploy, Write Down]]></title>
      <link>https://www.julien.org/blog/industry-perspectives/2026-04-07_train-deploy-write-down/</link>
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      <pubDate>Tue, 07 Apr 2026 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[The AI industry's most expensive assets depreciate faster than anything in corporate history. The accounting rules haven't noticed.]]></description>
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    <item>
      <title><![CDATA[What to Buy for Local LLMs (April 2026)]]></title>
      <link>https://www.julien.org/blog/industry-perspectives/2026-04-03_what-to-buy-for-local-llms-april-2026/</link>
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      <pubDate>Fri, 03 Apr 2026 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[A practitioner's guide to inference and training, why they're not the same machine, and why you may still need cloud]]></description>
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    <item>
      <title><![CDATA[Your Parents Paid]]></title>
      <link>https://www.julien.org/blog/industry-perspectives/2026-04-03_your-parents-paid/</link>
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      <pubDate>Fri, 03 Apr 2026 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[NVIDIA built the world's most profitable hardware company by treating its consumer GPUs as a recruitment pipeline. Now many recruits are buying Macs.]]></description>
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    <item>
      <title><![CDATA[Open Source Won, But Changed Owners]]></title>
      <link>https://www.julien.org/blog/industry-perspectives/2026-04-02_open-source-won-but-changed-owners/</link>
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      <pubDate>Thu, 02 Apr 2026 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Smaller, cheaper, open — and the base layer is up for grabs.]]></description>
    </item>
    <item>
      <title><![CDATA[What China Shipped While the West Was Banning Chips]]></title>
      <link>https://www.julien.org/blog/industry-perspectives/2026-04-01_what-china-shipped-while-the-west-was-banning-chips/</link>
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      <pubDate>Wed, 01 Apr 2026 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Six domains where China's deployment record contradicts the restriction narrative.]]></description>
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    <item>
      <title><![CDATA[The Half-Life of a Press Release]]></title>
      <link>https://www.julien.org/blog/industry-perspectives/2026-03-31_the-half-life-of-a-press-release/</link>
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      <pubDate>Tue, 31 Mar 2026 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Small Modular Reactors, Hyperscalers, and the Distance Between a Press Release and a Megawatt]]></description>
    </item>
    <item>
      <title><![CDATA[Deep Dive LLM Quantization part 3 - FP8 FP4]]></title>
      <link>https://www.julien.org/youtube/2026/20260330_Deep_Dive_LLM_Quantization_part_3_-_FP8_FP4.html</link>
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      <pubDate>Mon, 30 Mar 2026 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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    <item>
      <title><![CDATA[Reverse-Engineering The Apollo 11 Code with AI]]></title>
      <link>https://www.julien.org/blog/industry-perspectives/2026-03-28_reverse-engineering-the-apollo-11-code-with-ai/</link>
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      <pubDate>Sat, 28 Mar 2026 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[The complete walkthrough — 8 modules, 6,500 lines of technical analysis, all prompts used, and a full process trace documenting what the AI got right and wrong — is on GitHub:apollo11-ai-walkthroug...]]></description>
    </item>
    <item>
      <title><![CDATA[Build, Regulate, Scare]]></title>
      <link>https://www.julien.org/blog/industry-perspectives/2026-03-27_build-regulate-scare/</link>
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      <pubDate>Fri, 27 Mar 2026 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[On March 17, the Innovation Makers Alliance played an AI-generated fake newscast to an amphitheatre at Station F.[1] IMA is a consortium of the CIOs, CDOs, and innovation directors at three-quarter...]]></description>
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    <item>
      <title><![CDATA[Acquired, Absorbed, Disaggregated]]></title>
      <link>https://www.julien.org/blog/industry-perspectives/2026-03-26_acquired-absorbed-disaggregated/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/industry-perspectives/2026-03-26_acquired-absorbed-disaggregated/</guid>
      <pubDate>Thu, 26 Mar 2026 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[(Updated on March 27th based on new public information).]]></description>
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    <item>
      <title><![CDATA[The King's New Datacenters]]></title>
      <link>https://www.julien.org/blog/industry-perspectives/2026-03-25_the-kings-new-datacenters/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/industry-perspectives/2026-03-25_the-kings-new-datacenters/</guid>
      <pubDate>Wed, 25 Mar 2026 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[On February 11, 2025, at Station F in Paris, Emmanuel Macron announced that France had secured €109 billion in private investment for artificial intelligence. He compared the figure favorably to Am...]]></description>
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      <title><![CDATA[When the Credit Market Builds a Fire Exit]]></title>
      <link>https://www.julien.org/blog/industry-perspectives/2026-03-24_when-the-credit-market-builds-a-fire-exit/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/industry-perspectives/2026-03-24_when-the-credit-market-builds-a-fire-exit/</guid>
      <pubDate>Tue, 24 Mar 2026 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[On Monday, Bloomberg reported that JPMorgan launched a basket of credit default swaps on five hyperscalers — Alphabet, Amazon, Meta, Microsoft, and Oracle — tradeable in $25 million increments.[1] ...]]></description>
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      <title><![CDATA[Musk's Chip Gambit]]></title>
      <link>https://www.julien.org/blog/industry-perspectives/2026-03-23_musks-chip-gambit/</link>
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      <pubDate>Mon, 23 Mar 2026 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[On March 14, 2026, Elon Musk posted five words to X: “Terafab Project launches in 7 days.” The announcement described a $25 billion semiconductor fabrication facility targeting 2nm process technolo...]]></description>
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      <title><![CDATA[Every Country Needs Sovereign AI. Jensen Is Selling It.]]></title>
      <link>https://www.julien.org/blog/industry-perspectives/2026-03-20_every-country-needs-sovereign-ai-jensen-is-selling-it/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/industry-perspectives/2026-03-20_every-country-needs-sovereign-ai-jensen-is-selling-it/</guid>
      <pubDate>Fri, 20 Mar 2026 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[On March 16, Jensen Huang stood on the GTC stage in San Jose and showed the audience a map. Dozens of countries. More than 1 million Nvidia GPUs are deployed worldwide through the company's cloud p...]]></description>
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      <title><![CDATA[Three Orbits]]></title>
      <link>https://www.julien.org/blog/industry-perspectives/2026-03-19_three-orbits/</link>
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      <pubDate>Thu, 19 Mar 2026 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[On February 2, 2026, Elon Musk published a blog post announcing what SpaceX called the largest corporate merger in history. SpaceX would acquire xAI — his artificial intelligence company — at a com...]]></description>
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      <title><![CDATA[Built the Datacenter, Lost the Brain]]></title>
      <link>https://www.julien.org/blog/industry-perspectives/2026-03-17_built-the-datacenter-lost-the-brain/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/industry-perspectives/2026-03-17_built-the-datacenter-lost-the-brain/</guid>
      <pubDate>Tue, 17 Mar 2026 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[On March 10, 2026, Yann LeCun's new company announced a $1.03 billion funding round at a $3.5 billion pre-money valuation.[1] The company had twelve employees, no product, and no revenue. Its techn...]]></description>
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      <title><![CDATA[Still Missing Critical Pieces]]></title>
      <link>https://www.julien.org/blog/industry-perspectives/2026-03-16_still-missing-critical-pieces/</link>
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      <pubDate>Mon, 16 Mar 2026 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[In July 2025, I published a piece arguing that the Model Context Protocol systematically overlooked four decades of hard-won lessons from distributed systems.[1] The piece made specific claims. MCP...]]></description>
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      <title><![CDATA[AWS Built Its Own AI Chip. Now It Needs Someone Else's.]]></title>
      <link>https://www.julien.org/blog/industry-perspectives/2026-03-15_aws-built-its-own-ai-chip-now-it-needs-someone-elses/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/industry-perspectives/2026-03-15_aws-built-its-own-ai-chip-now-it-needs-someone-elses/</guid>
      <pubDate>Sun, 15 Mar 2026 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[In March 2024, I explained to my YouTube audience how LLM inference actually works.[1] Two distinct phases, I said. Prefill — the phase where the model processes your entire prompt in parallel, fil...]]></description>
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      <title><![CDATA[No Cloud No API Keys Local Open-Source Coding with Trinity Mini OpenCode and MLX]]></title>
      <link>https://www.julien.org/youtube/2026/20260315_No_Cloud_No_API_Keys_Local_Open-Source_Coding_with_Trinity_Mini_OpenCode_and_MLX.html</link>
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      <pubDate>Sun, 15 Mar 2026 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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    <item>
      <title><![CDATA[Open Source, Closed Orbit]]></title>
      <link>https://www.julien.org/blog/industry-perspectives/2026-03-13_open-source-closed-orbit/</link>
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      <pubDate>Fri, 13 Mar 2026 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[On August 8, 2023, Jensen Huang stood on stage at SIGGRAPH and asked a question.]]></description>
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      <title><![CDATA[Register, Disclose, Pay]]></title>
      <link>https://www.julien.org/blog/industry-perspectives/2026-03-12_register-disclose-pay/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/industry-perspectives/2026-03-12_register-disclose-pay/</guid>
      <pubDate>Thu, 12 Mar 2026 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[On the morning of March 10, 2026, the Court of Justice of the European Union convened its fifteen-judge Grand Chamber in Luxembourg to hear oral arguments in Like Company v. Google — the first case t...]]></description>
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      <title><![CDATA[Cloud vs. Clout]]></title>
      <link>https://www.julien.org/blog/industry-perspectives/2026-03-11_cloud-vs-clout/</link>
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      <pubDate>Wed, 11 Mar 2026 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Oracle has produced the most leveraged cloud infrastructure transformation on record: $125 billion in debt, $553 billion in contractual commitments, 57 percent of which are concentrated in a single...]]></description>
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      <title><![CDATA[Mistral Succeeded. France's AI Strategy Didn't.]]></title>
      <link>https://www.julien.org/blog/industry-perspectives/2026-03-10_mistral-succeeded-frances-ai-strategy-didnt/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/industry-perspectives/2026-03-10_mistral-succeeded-frances-ai-strategy-didnt/</guid>
      <pubDate>Tue, 10 Mar 2026 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[In the winter of 1972, in a cellar in Châtenay-Malabry, a suburb south of Paris, an engineer named François Gernelle worked eighteen-hour days to meet a deadline from the Institut National de Reche...]]></description>
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      <title><![CDATA[Access, Disable, Destroy]]></title>
      <link>https://www.julien.org/blog/industry-perspectives/2026-03-07_access-disable-destroy/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/industry-perspectives/2026-03-07_access-disable-destroy/</guid>
      <pubDate>Sat, 07 Mar 2026 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[On March 1, 2026, Iranian drones struck three AWS data centers in the Gulf, knocking Abu Dhabi Commercial Bank offline for two days and degrading 109 cloud services across the UAE and Bahrain.[1] F...]]></description>
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      <title><![CDATA[Build, Buy, or Download Someone Else's Politics]]></title>
      <link>https://www.julien.org/blog/industry-perspectives/2026-03-06_build-buy-or-download-someone-elses-politics/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/industry-perspectives/2026-03-06_build-buy-or-download-someone-elses-politics/</guid>
      <pubDate>Fri, 06 Mar 2026 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[On February 12, 2026, Singapore's Prime Minister Lawrence Wong stood before Parliament and made the case for his country as a global AI leader. A new National AI Council, chaired by Wong himself. T..]]></description>
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      <title><![CDATA[AI Tools Work. Does Your Engineering Process?]]></title>
      <link>https://www.julien.org/blog/industry-perspectives/2026-03-05_ai-tools-work-does-your-engineering-process/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/industry-perspectives/2026-03-05_ai-tools-work-does-your-engineering-process/</guid>
      <pubDate>Thu, 05 Mar 2026 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Few people in the history of computing have earned the right to be skeptical more than Donald Knuth. If you spent long hours withThe Art of Computer Programming— the multi-volume work that Dijkstra...]]></description>
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      <title><![CDATA[South Korea Powers the World's AI Chips. Where are its LLMs?]]></title>
      <link>https://www.julien.org/blog/industry-perspectives/2026-03-04_south-korea-powers-the-worlds-ai-chips-where-are-its-llms/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/industry-perspectives/2026-03-04_south-korea-powers-the-worlds-ai-chips-where-are-its-llms/</guid>
      <pubDate>Wed, 04 Mar 2026 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[On January 15, 2026, South Korea's Ministry of Science and ICT announced the results of the first elimination round in what the Korean press had taken to calling the AI Hunger Games.[1] Five govern..]]></description>
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      <title><![CDATA[Deep Dive Teaching Arcee Trinity Mini to Read Medical Research with RLVR and GRPO]]></title>
      <link>https://www.julien.org/youtube/2026/20260303_Deep_Dive_Teaching_Arcee_Trinity_Mini_to_Read_Medical_Research_with_RLVR_and_GRPO.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2026/20260303_Deep_Dive_Teaching_Arcee_Trinity_Mini_to_Read_Medical_Research_with_RLVR_and_GRPO.html</guid>
      <pubDate>Tue, 03 Mar 2026 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Objects That Struck the Data Center]]></title>
      <link>https://www.julien.org/blog/industry-perspectives/2026-03-02_objects-that-struck-the-data-center/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/industry-perspectives/2026-03-02_objects-that-struck-the-data-center/</guid>
      <pubDate>Mon, 02 Mar 2026 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[At 4:30 in the morning Pacific time on March 1, 2026, Amazon Web Services posted an incident report for its ME-CENTRAL-1 region in the United Arab Emirates. The language was remarkable — not for wh...]]></description>
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      <title><![CDATA[Data Residency Is a Blast Radius]]></title>
      <link>https://www.julien.org/blog/industry-perspectives/2026-03-02_data-residency-is-a-blast-radius/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/industry-perspectives/2026-03-02_data-residency-is-a-blast-radius/</guid>
      <pubDate>Mon, 02 Mar 2026 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[On March 1, 2026, an unidentified object (ahem) struck an AWS availability zone — a cluster of data centers — in the United Arab Emirates, setting it on fire. The fire department cut power. A secon...]]></description>
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      <title><![CDATA[Chip and Mortar]]></title>
      <link>https://www.julien.org/blog/industry-perspectives/2026-03-01_chip-and-mortar/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/industry-perspectives/2026-03-01_chip-and-mortar/</guid>
      <pubDate>Sun, 01 Mar 2026 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[On Friday morning, Amazon announced a $50 billion investment in OpenAI — $15 billion upfront, another $35 billion conditional on milestones that reportedly include an IPO or the achievement of AGI ...]]></description>
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      <title><![CDATA[Compute Equals Commitments]]></title>
      <link>https://www.julien.org/blog/industry-perspectives/2026-02-27_compute-equals-commitments/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/industry-perspectives/2026-02-27_compute-equals-commitments/</guid>
      <pubDate>Fri, 27 Feb 2026 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Published before market open on February 27.]]></description>
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      <title><![CDATA[Two Sovereign Clouds, One Legal Wall]]></title>
      <link>https://www.julien.org/blog/industry-perspectives/2026-02-26_two-sovereign-clouds-one-legal-wall/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/industry-perspectives/2026-02-26_two-sovereign-clouds-one-legal-wall/</guid>
      <pubDate>Thu, 26 Feb 2026 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[On June 10, 2025, a Tuesday morning in the French Senate, Anton Carniaux sat under oath. Carniaux, Microsoft France'sdirecteur des affaires publiques et juridiques, had been summoned before thecomm..]]></description>
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      <title><![CDATA[Japan Built the Bullet Train. Why Can't It Build an LLM?]]></title>
      <link>https://www.julien.org/blog/industry-perspectives/2026-02-24_japan-built-the-bullet-train-why-cant-it-build-an-llm/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/industry-perspectives/2026-02-24_japan-built-the-bullet-train-why-cant-it-build-an-llm/</guid>
      <pubDate>Tue, 24 Feb 2026 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[On January 21, 2025, Masayoshi Son stood next to Donald Trump in the White House, announcing Stargate — a $500 billion AI infrastructure project, the largest in history [1]. Son would serve as chai...]]></description>
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      <title><![CDATA[Anthropic Named Names. The Timing Wasn't Accidental.]]></title>
      <link>https://www.julien.org/blog/industry-perspectives/2026-02-24_anthropic-named-names-the-timing-wasnt-accidental/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/industry-perspectives/2026-02-24_anthropic-named-names-the-timing-wasnt-accidental/</guid>
      <pubDate>Tue, 24 Feb 2026 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Thirteen months ago, distillation was an accusation without forensics. Today, Anthropic published the forensic receipts, naming DeepSeek, Moonshot AI, and MiniMax as running "industrial-scale campa...]]></description>
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      <title><![CDATA[Indians Rule Big Tech. Why Can't India Build?]]></title>
      <link>https://www.julien.org/blog/industry-perspectives/2026-02-22_indians-rule-big-tech-why-cant-india-build/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/industry-perspectives/2026-02-22_indians-rule-big-tech-why-cant-india-build/</guid>
      <pubDate>Sun, 22 Feb 2026 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[India produces 9.2% of the world's AI research papers [7]. It ranks second globally in AI skill penetration [7]. Indian-origin executives run Alphabet, Microsoft, IBM, Adobe, Palo Alto Networks, an..]]></description>
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      <title><![CDATA[Two Markets, One Asset: The GPU Debt Market Is Building the Architecture of Its Own Crisis]]></title>
      <link>https://www.julien.org/blog/industry-perspectives/2026-02-20_two-markets-one-asset-the-gpu-debt-market-is-building-the-architecture-of-its-own-crisis/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/industry-perspectives/2026-02-20_two-markets-one-asset-the-gpu-debt-market-is-building-the-architecture-of-its-own-crisis/</guid>
      <pubDate>Fri, 20 Feb 2026 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[On February 11, 2026, Moody's awarded its first-ever Aaa rating to a data center securitization — an $830 million deal from Compass Datacenters backed by six hyperscale facilities with 100% lease r..]]></description>
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      <title><![CDATA[The EU Parliament just disabled AI on its own devices.]]></title>
      <link>https://www.julien.org/blog/industry-perspectives/2026-02-19_the-eu-parliament-just-disabled-ai-on-its-own-devices/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/industry-perspectives/2026-02-19_the-eu-parliament-just-disabled-ai-on-its-own-devices/</guid>
      <pubDate>Thu, 19 Feb 2026 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[The European Parliament just disabled built-in AI features on all lawmakers' and staff devices — tablets, phones, the works. Writing assistants, text summarizers, virtual assistants: all gone.]]></description>
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      <title><![CDATA[What a GPU Debt Crisis Would Look Like]]></title>
      <link>https://www.julien.org/blog/industry-perspectives/2026-02-18_what-a-gpu-debt-crisis-would-look-like/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/industry-perspectives/2026-02-18_what-a-gpu-debt-crisis-would-look-like/</guid>
      <pubDate>Wed, 18 Feb 2026 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[In late August 2025, Magnetar Capital, a hedge fund based in Evanston, Illinois, managing approximately $26 billion in total assets [1], began taking an unusual position in its largest position. If...]]></description>
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      <title><![CDATA[OpenAI Is Betting on a Security Nightmare. Anthropic Is Building the Enterprise Alternative.]]></title>
      <link>https://www.julien.org/blog/industry-perspectives/2026-02-17_openai-is-betting-on-a-security-nightmare-anthropic-is-building-the-enterprise-alternative/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/industry-perspectives/2026-02-17_openai-is-betting-on-a-security-nightmare-anthropic-is-building-the-enterprise-alternative/</guid>
      <pubDate>Tue, 17 Feb 2026 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[On Sunday, Sam Altman announced that Peter Steinberger, creator of the viral open-source agent OpenClaw, is joining OpenAI to "drive the next generation of personal agents." [1] The project itself ...]]></description>
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      <title><![CDATA[Jensen's COMECON: How Nvidia Built an Empire of Captive Clouds]]></title>
      <link>https://www.julien.org/blog/industry-perspectives/2026-02-14_jensens-comecon-how-nvidia-built-an-empire-of-captive-clouds/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/industry-perspectives/2026-02-14_jensens-comecon-how-nvidia-built-an-empire-of-captive-clouds/</guid>
      <pubDate>Sat, 14 Feb 2026 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[In January 2026, Nvidia invested an additional $2 billion in CoreWeave, bringing its total stake to $5.3 billion and to 11.5% of the company. The press release used the language of partnership: "de...]]></description>
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      <title><![CDATA[Open-source Coding with Cline and Arcee Trinity Large]]></title>
      <link>https://www.julien.org/youtube/2026/20260214_Open-source_Coding_with_Cline_and_Arcee_Trinity_Large.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2026/20260214_Open-source_Coding_with_Cline_and_Arcee_Trinity_Large.html</guid>
      <pubDate>Sat, 14 Feb 2026 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[The $3 trillion bet: who wins when everyone builds the pipes?]]></title>
      <link>https://www.julien.org/blog/industry-perspectives/2026-02-12_the-3-trillion-bet-who-wins-when-everyone-builds-the-pipes/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/industry-perspectives/2026-02-12_the-3-trillion-bet-who-wins-when-everyone-builds-the-pipes/</guid>
      <pubDate>Thu, 12 Feb 2026 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[The Big Five tech companies plan to spend roughly $700 billion on AI infrastructure in 2026 alone. Cumulative hyperscaler AI capex from 2024 through 2029 is on track to reach $2.5 to $3 trillion. T...]]></description>
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      <title><![CDATA[Alphabet's 100-Year Bond: A Bet on Immortality]]></title>
      <link>https://www.julien.org/blog/industry-perspectives/2026-02-10_alphabets-100-year-bond-a-bet-on-immortality/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/industry-perspectives/2026-02-10_alphabets-100-year-bond-a-bet-on-immortality/</guid>
      <pubDate>Tue, 10 Feb 2026 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Alphabet is planning to issue a 100-year bond. Let that sink in for a moment. A company that didn't exist 28 years ago is asking investors to lend it money until 2126.]]></description>
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      <title><![CDATA[AI Regulation or AI Requiem? Part 4]]></title>
      <link>https://www.julien.org/blog/industry-perspectives/2026-02-09_ai-regulation-or-ai-requiem-part-4/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/industry-perspectives/2026-02-09_ai-regulation-or-ai-requiem-part-4/</guid>
      <pubDate>Mon, 09 Feb 2026 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[In the past few weeks alone, Anthropic shipped Claude Opus 4.6, which includes a million-token context and autonomous agent teams. OpenAI launched a desktop Codex app that manages fleets of coding ...]]></description>
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      <title><![CDATA[Coding Classic Arcade Games with Claude]]></title>
      <link>https://www.julien.org/blog/industry-perspectives/2026-02-08_coding-classic-arcade-games-with-claude/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/industry-perspectives/2026-02-08_coding-classic-arcade-games-with-claude/</guid>
      <pubDate>Sun, 08 Feb 2026 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[In about 4 hours, I usedClaudeCode, a custom skill, and Agent Teams to recreate 9 classic arcade games (1971-1981) in vanilla JavaScript. Computer Space. Pong. Space Invaders. Asteroids. Galaxian. ...]]></description>
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      <title><![CDATA[Building a Kanban Task Management Web App from Scratch with Replit]]></title>
      <link>https://www.julien.org/youtube/2026/20260208_Building_a_Kanban_Task_Management_Web_App_from_Scratch_with_Replit.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2026/20260208_Building_a_Kanban_Task_Management_Web_App_from_Scratch_with_Replit.html</guid>
      <pubDate>Sun, 08 Feb 2026 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Claude Opus 46 and Agent Teams]]></title>
      <link>https://www.julien.org/youtube/2026/20260206_Claude_Opus_46_and_Agent_Teams.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2026/20260206_Claude_Opus_46_and_Agent_Teams.html</guid>
      <pubDate>Fri, 06 Feb 2026 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[The EU Cloud and AI Development Act (CADA): A Last Shot at Cloud Sovereignty, or Another Expensive Debacle?]]></title>
      <link>https://www.julien.org/blog/industry-perspectives/2026-02-03_the-eu-cloud-and-ai-development-act-cada-a-last-shot-at-cloud-sovereignty-or-another-expensive-debacle/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/industry-perspectives/2026-02-03_the-eu-cloud-and-ai-development-act-cada-a-last-shot-at-cloud-sovereignty-or-another-expensive-debacle/</guid>
      <pubDate>Tue, 03 Feb 2026 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[The European Commission is expected to propose the Cloud and AI Development Act (CADA) in Q1 2026. If you work in European tech, cloud, or AI, this will affect you.]]></description>
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      <title><![CDATA[Arcee AI Trinity Large An Open 400B MoE Model]]></title>
      <link>https://www.julien.org/youtube/2026/20260201_Arcee_AI_Trinity_Large_An_Open_400B_MoE_Model.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2026/20260201_Arcee_AI_Trinity_Large_An_Open_400B_MoE_Model.html</guid>
      <pubDate>Sun, 01 Feb 2026 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Build Mobile Apps with Replit in Minutes]]></title>
      <link>https://www.julien.org/youtube/2026/20260125_Build_Mobile_Apps_with_Replit_in_Minutes.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2026/20260125_Build_Mobile_Apps_with_Replit_in_Minutes.html</guid>
      <pubDate>Sun, 25 Jan 2026 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[AI Sovereignty in Europe: A Decision Framework]]></title>
      <link>https://www.julien.org/blog/industry-perspectives/2026-01-19_ai-sovereignty-in-europe-a-decision-framework/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/industry-perspectives/2026-01-19_ai-sovereignty-in-europe-a-decision-framework/</guid>
      <pubDate>Mon, 19 Jan 2026 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[European enterprises face a false choice: sovereignty or capability. This framing is wrong and costly. Most sovereignty requirements can be satisfied today with US hyperscaler infrastructure. The q...]]></description>
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      <title><![CDATA[Verdent AI Coding with Parallel Agents Full Demo]]></title>
      <link>https://www.julien.org/youtube/2026/20260119_Verdent_AI_Coding_with_Parallel_Agents_Full_Demo.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2026/20260119_Verdent_AI_Coding_with_Parallel_Agents_Full_Demo.html</guid>
      <pubDate>Mon, 19 Jan 2026 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Two Simple Tricks That Will Dramatically Improve Your Productivity with Claude]]></title>
      <link>https://www.julien.org/blog/industry-perspectives/2026-01-11_two-simple-tricks-that-will-dramatically-improve-your-productivity-with-claude/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/industry-perspectives/2026-01-11_two-simple-tricks-that-will-dramatically-improve-your-productivity-with-claude/</guid>
      <pubDate>Sun, 11 Jan 2026 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[If you're using Claude Code and you're still re-explaining your codebase at the start of every session, you're wasting time and tokens. A lot of both.]]></description>
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      <title><![CDATA[Advanced RAG Techniques with Arcee Trinity Mini Local]]></title>
      <link>https://www.julien.org/youtube/2026/20260109_Advanced_RAG_Techniques_with_Arcee_Trinity_Mini_Local.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2026/20260109_Advanced_RAG_Techniques_with_Arcee_Trinity_Mini_Local.html</guid>
      <pubDate>Fri, 09 Jan 2026 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[When Bureaucrats Pick Fights with Billionaires]]></title>
      <link>https://www.julien.org/blog/industry-perspectives/2025-12-24_when-bureaucrats-pick-fights-with-billionaires/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/industry-perspectives/2025-12-24_when-bureaucrats-pick-fights-with-billionaires/</guid>
      <pubDate>Wed, 24 Dec 2025 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Thierry Breton, the man who spent years threatening Elon Musk with sternly worded letters, just got banned from America.The Trump administration slapped visa restrictions on the former EU Commissio...]]></description>
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      <title><![CDATA[Build a Reasoning AI Chatbot with Arcee AI Trinity Mini Gradio OpenRouter]]></title>
      <link>https://www.julien.org/youtube/2025/20251222_Build_a_Reasoning_AI_Chatbot_with_Arcee_AI_Trinity_Mini_Gradio_OpenRouter.html</link>
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      <pubDate>Mon, 22 Dec 2025 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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    <item>
      <title><![CDATA[The Sovereignty Mirage: Why European Clouds Won't Save Your Data]]></title>
      <link>https://www.julien.org/blog/industry-perspectives/2025-12-04_the-sovereignty-mirage-why-european-clouds-wont-save-your-data/</link>
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      <pubDate>Thu, 04 Dec 2025 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[If you've been sleeping soundly, confident that hosting your precious European data with a French cloud provider keeps it safely tucked away from foreign intelligence agencies, I have uncomfortable..]]></description>
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    <item>
      <title><![CDATA[Build web apps in minutes with Replit Design Mode]]></title>
      <link>https://www.julien.org/youtube/2025/20251204_Build_web_apps_in_minutes_with_Replit_Design_Mode.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2025/20251204_Build_web_apps_in_minutes_with_Replit_Design_Mode.html</guid>
      <pubDate>Thu, 04 Dec 2025 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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    <item>
      <title><![CDATA[Introducing the Arcee AI Trinity Models]]></title>
      <link>https://www.julien.org/youtube/2025/20251204_Introducing_the_Arcee_AI_Trinity_Models.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2025/20251204_Introducing_the_Arcee_AI_Trinity_Models.html</guid>
      <pubDate>Thu, 04 Dec 2025 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Introducing the Arcee AI Trinity Models]]></title>
      <link>https://www.julien.org/youtube/2025/20251202_Introducing_the_Arcee_AI_Trinity_Models.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2025/20251202_Introducing_the_Arcee_AI_Trinity_Models.html</guid>
      <pubDate>Tue, 02 Dec 2025 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[AI Regulation or AI Requiem? Part 3]]></title>
      <link>https://www.julien.org/blog/industry-perspectives/2025-11-24_ai-regulation-or-ai-requiem-part-3/</link>
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      <pubDate>Mon, 24 Nov 2025 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[In the span of 48 hours, Europe's AI delusion has gone from tragedy to farce, and the mask has finally slipped.]]></description>
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    <item>
      <title><![CDATA[Its Never Different This Time LLM Reliability Without the Hype with Julien Simon]]></title>
      <link>https://www.julien.org/youtube/2025/20251124_Its_Never_Different_This_Time_LLM_Reliability_Without_the_Hype_with_Julien_Simon.html</link>
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      <pubDate>Mon, 24 Nov 2025 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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    <item>
      <title><![CDATA[AI Regulation or AI Requiem? Part 2]]></title>
      <link>https://www.julien.org/blog/industry-perspectives/2025-11-22_ai-regulation-or-ai-requiem-part-2/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/industry-perspectives/2025-11-22_ai-regulation-or-ai-requiem-part-2/</guid>
      <pubDate>Sat, 22 Nov 2025 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Remember when I called the EU AI Act a self-inflicted wound that would turn Europe into a digital colony? Well, the Commission just proved me right by proposing to delay high-risk AI obligations by...]]></description>
    </item>
    <item>
      <title><![CDATA[The Truth About MCP Pros Cons Real-World Use Cases]]></title>
      <link>https://www.julien.org/youtube/2025/20251001_The_Truth_About_MCP_Pros_Cons_Real-World_Use_Cases.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2025/20251001_The_Truth_About_MCP_Pros_Cons_Real-World_Use_Cases.html</guid>
      <pubDate>Wed, 01 Oct 2025 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[The Truth About MCP]]></title>
      <link>https://www.julien.org/youtube/2025/20250930_The_Truth_About_MCP.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2025/20250930_The_Truth_About_MCP.html</guid>
      <pubDate>Tue, 30 Sep 2025 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Running AFM-4.5B on Intel CPUs with OpenVINO]]></title>
      <link>https://www.julien.org/youtube/2025/20250911_Running_AFM-4.5B_on_Intel_CPUs_with_OpenVINO.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2025/20250911_Running_AFM-4.5B_on_Intel_CPUs_with_OpenVINO.html</guid>
      <pubDate>Thu, 11 Sep 2025 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Running AFM-45B on Intel CPUs with OpenVINO]]></title>
      <link>https://www.julien.org/youtube/2025/20250911_Running_AFM-45B_on_Intel_CPUs_with_OpenVINO.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2025/20250911_Running_AFM-45B_on_Intel_CPUs_with_OpenVINO.html</guid>
      <pubDate>Thu, 11 Sep 2025 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Small Language Models with Julien Simon Let s Build a Startup S3E9]]></title>
      <link>https://www.julien.org/youtube/2025/20250909_Small_Language_Models_with_Julien_Simon_Let_s_Build_a_Startup_S3E9.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2025/20250909_Small_Language_Models_with_Julien_Simon_Let_s_Build_a_Startup_S3E9.html</guid>
      <pubDate>Tue, 09 Sep 2025 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Optimizing Arcee Foundation Models on Intel CPUs]]></title>
      <link>https://www.arcee.ai/blog/optimizing-arcee-foundation-models-on-intel-cpus</link>
      <guid isPermaLink="true">https://www.arcee.ai/blog/optimizing-arcee-foundation-models-on-intel-cpus</guid>
      <pubDate>Mon, 01 Sep 2025 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
    </item>
    <item>
      <title><![CDATA[The AI Crash That Isn't: A Reality Check from the Trenches]]></title>
      <link>https://www.julien.org/blog/industry-perspectives/2025-08-24_the-ai-crash-that-isnt-a-reality-check-from-the-trenches/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/industry-perspectives/2025-08-24_the-ai-crash-that-isnt-a-reality-check-from-the-trenches/</guid>
      <pubDate>Sun, 24 Aug 2025 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[The tech media cycle has found its latest drama: "GPT-5 is a failure," "AI is going to crash," "The bubble is bursting." The swamp is restless again, churning out hot takes and doom predictions wit...]]></description>
    </item>
    <item>
      <title><![CDATA[Deploy Arcee AFM-4.5B on Arm-based Google Cloud Axion with Llama.cpp]]></title>
      <link>https://www.julien.org/blog/industry-perspectives/2025-08-22_deploy-arcee-afm-45b-on-arm-based-google-cloud-axion-with-llamacpp/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/industry-perspectives/2025-08-22_deploy-arcee-afm-45b-on-arm-based-google-cloud-axion-with-llamacpp/</guid>
      <pubDate>Fri, 22 Aug 2025 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Small language models, such asAFM-4.5B, and Arm-based CPUs are a great match.]]></description>
    </item>
    <item>
      <title><![CDATA[A not-so-silent revolution is happening in AI inference]]></title>
      <link>https://www.julien.org/blog/industry-perspectives/2025-08-20_a-not-so-silent-revolution-is-happening-in-ai-inference/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/industry-perspectives/2025-08-20_a-not-so-silent-revolution-is-happening-in-ai-inference/</guid>
      <pubDate>Wed, 20 Aug 2025 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[The combination of smaller yet more efficient language models, advances in open-source inference frameworks, and hardware acceleration is enabling an unprecedented pace of innovation for CPU infere...]]></description>
    </item>
    <item>
      <title><![CDATA[Deploy Arcee AFM-4.5B on Arm-based Google Cloud Axion with Llama.cpp (Arm Learning Path)]]></title>
      <link>https://learn.arm.com/learning-paths/servers-and-cloud-computing/arcee-foundation-model-on-gcp/</link>
      <guid isPermaLink="true">https://learn.arm.com/learning-paths/servers-and-cloud-computing/arcee-foundation-model-on-gcp/</guid>
      <pubDate>Fri, 01 Aug 2025 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
    </item>
    <item>
      <title><![CDATA[An Amazon SageMaker Container for Hugging Face Inference on AWS Graviton]]></title>
      <link>https://www.julien.org/blog/arcee-posts/2025-08-12_An Amazon SageMaker Container for Hugging Face Inference on AWS Graviton/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/arcee-posts/2025-08-12_An Amazon SageMaker Container for Hugging Face Inference on AWS Graviton/</guid>
      <pubDate>Fri, 01 Aug 2025 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Happy to share my new GitHub project: “ An Amazon SageMaker Container for Hugging Face Inference on AWS Graviton ”.]]></description>
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    <item>
      <title><![CDATA[SLM Inference on a Windows laptop Intel Lunar Lake CPU GPU NPU   OpenVINO]]></title>
      <link>https://www.julien.org/youtube/2025/20250714_SLM_Inference_on_a_Windows_laptop_Intel_Lunar_Lake_CPU_GPU_NPU_+_OpenVINO.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2025/20250714_SLM_Inference_on_a_Windows_laptop_Intel_Lunar_Lake_CPU_GPU_NPU_+_OpenVINO.html</guid>
      <pubDate>Mon, 14 Jul 2025 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Building an AI Meeting Companion with AFM-4.5B and llama.cpp.]]></title>
      <link>https://www.julien.org/youtube/2025/20250710_Building_an_AI_Meeting_Companion_with_AFM-4.5B_and_llama.cpp..html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2025/20250710_Building_an_AI_Meeting_Companion_with_AFM-4.5B_and_llama.cpp..html</guid>
      <pubDate>Thu, 10 Jul 2025 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Deep Dive - Model Merging with Arcee Fusion]]></title>
      <link>https://www.julien.org/youtube/2025/20250708_Deep_Dive_-_Model_Merging_with_Arcee_Fusion.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2025/20250708_Deep_Dive_-_Model_Merging_with_Arcee_Fusion.html</guid>
      <pubDate>Tue, 08 Jul 2025 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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    <item>
      <title><![CDATA[3 production-ready models released by Arcee AI on Hugging Face]]></title>
      <link>https://www.julien.org/youtube/2025/20250703_3_production-ready_models_released_by_Arcee_AI_on_Hugging_Face.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2025/20250703_3_production-ready_models_released_by_Arcee_AI_on_Hugging_Face.html</guid>
      <pubDate>Thu, 03 Jul 2025 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Homunculus 12B and GLM-4-32B-Base-32K - 2 new Arcee AI research-oriented models]]></title>
      <link>https://www.julien.org/youtube/2025/20250703_Homunculus_12B_and_GLM-4-32B-Base-32K_-_2_new_Arcee_AI_research-oriented_models.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2025/20250703_Homunculus_12B_and_GLM-4-32B-Base-32K_-_2_new_Arcee_AI_research-oriented_models.html</guid>
      <pubDate>Thu, 03 Jul 2025 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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    <item>
      <title><![CDATA[Judging AFM-4.5B with DeepSeek-R1 670B]]></title>
      <link>https://www.julien.org/youtube/2025/20250703_Judging_AFM-4.5B_with_DeepSeek-R1_670B.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2025/20250703_Judging_AFM-4.5B_with_DeepSeek-R1_670B.html</guid>
      <pubDate>Thu, 03 Jul 2025 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Deploy Arcee AFM-4.5B on Arm-based AWS Graviton4 with Llama.cpp (Arm Learning Path)]]></title>
      <link>https://learn.arm.com/learning-paths/servers-and-cloud-computing/arcee-foundation-model-on-aws/</link>
      <guid isPermaLink="true">https://learn.arm.com/learning-paths/servers-and-cloud-computing/arcee-foundation-model-on-aws/</guid>
      <pubDate>Tue, 01 Jul 2025 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
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    <item>
      <title><![CDATA[Small And Mighty: Arcee AI Language Models Excel Across Yupp.ai Leaderboards]]></title>
      <link>https://www.julien.org/blog/arcee-posts/2025-07-18_arcee-ai-small-language-models-excel-across-yuppai-leaderboards/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/arcee-posts/2025-07-18_arcee-ai-small-language-models-excel-across-yuppai-leaderboards/</guid>
      <pubDate>Tue, 01 Jul 2025 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Originally published at https://www.arcee.ai/blog/arcee-ai-small-language-models-excel-across-yupp-ai-leaderboards]]></description>
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    <item>
      <title><![CDATA[Is Running Language Models on CPU Really Viable?]]></title>
      <link>https://www.julien.org/blog/arcee-posts/2025-07-09_is-running-language-models-on-cpu-really-viable/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/arcee-posts/2025-07-09_is-running-language-models-on-cpu-really-viable/</guid>
      <pubDate>Tue, 01 Jul 2025 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Originally published at https://www.arcee.ai/blog/arcee-ai-small-language-models-excel-across-yupp-ai-leaderboards]]></description>
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    <item>
      <title><![CDATA[Retail AI at the edge - Cisco Live 2025 interview]]></title>
      <link>https://www.julien.org/youtube/2025/20250701_Retail_AI_at_the_edge_-_Cisco_Live_2025_interview.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2025/20250701_Retail_AI_at_the_edge_-_Cisco_Live_2025_interview.html</guid>
      <pubDate>Tue, 01 Jul 2025 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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    <item>
      <title><![CDATA[Retail AI at the edge - Cisco Live 2025 livestream]]></title>
      <link>https://www.julien.org/youtube/2025/20250602_Retail_AI_at_the_edge_-_Cisco_Live_2025_livestream.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2025/20250602_Retail_AI_at_the_edge_-_Cisco_Live_2025_livestream.html</guid>
      <pubDate>Mon, 02 Jun 2025 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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    <item>
      <title><![CDATA[Announcing the Arcee Foundation Model Family]]></title>
      <link>https://www.julien.org/blog/arcee-posts/2025-06-18_announcing-arcee-foundation-models/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/arcee-posts/2025-06-18_announcing-arcee-foundation-models/</guid>
      <pubDate>Sun, 01 Jun 2025 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Originally published at https://www.arcee.ai/blog/is-running-language-models-on-cpu-really-viable]]></description>
    </item>
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      <title><![CDATA[Arcee Conductor Wins LLM Application of the Year at 2025 AI Breakthrough Awards]]></title>
      <link>https://www.julien.org/blog/arcee-posts/2025-06-25_arcee-conductor-wins-llm-application-of-the-year-at-2025-ai-breakthrough-awards/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/arcee-posts/2025-06-25_arcee-conductor-wins-llm-application-of-the-year-at-2025-ai-breakthrough-awards/</guid>
      <pubDate>Sun, 01 Jun 2025 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Originally published at https://www.arcee.ai/blog/announcing-the-arcee-foundation-model-family]]></description>
    </item>
    <item>
      <title><![CDATA[Building an AI Retail Assistant at the Edge with Small Language Models and Intel Xeon CPUs]]></title>
      <link>https://www.julien.org/blog/arcee-posts/2025-06-07_building-an-ai-retail-assistant-at-the-edge-with-small-language-models-and-intel-xeon-cpus/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/arcee-posts/2025-06-07_building-an-ai-retail-assistant-at-the-edge-with-small-language-models-and-intel-xeon-cpus/</guid>
      <pubDate>Sun, 01 Jun 2025 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Originally published at https://www.arcee.ai/blog/building-an-ai-retail-assistant-at-the-edge-with-small-language-models-and-intel-xeon-cpus]]></description>
    </item>
    <item>
      <title><![CDATA[Breaking Down Model Vocabulary Barriers with Tokenizer Transplantation]]></title>
      <link>https://www.julien.org/blog/arcee-posts/2025-06-10_breaking-down-model-vocabulary-barriers-with-tokenizer-transplantation/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/arcee-posts/2025-06-10_breaking-down-model-vocabulary-barriers-with-tokenizer-transplantation/</guid>
      <pubDate>Sun, 01 Jun 2025 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Originally published at https://www.arcee.ai/blog/breaking-down-model-vocabulary-barriers-with-tokenizer-transplantation]]></description>
    </item>
    <item>
      <title><![CDATA[Releasing Five New Open-Weights Models]]></title>
      <link>https://www.julien.org/blog/arcee-posts/2025-06-30_arcee-ai-releases-five-new-open-weights-models/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/arcee-posts/2025-06-30_arcee-ai-releases-five-new-open-weights-models/</guid>
      <pubDate>Sun, 01 Jun 2025 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Originally published at https://www.arcee.ai/blog/breaking-down-model-vocabulary-barriers-with-tokenizer-transplantation]]></description>
    </item>
    <item>
      <title><![CDATA[Arcee Conductor and Zerve: Bringing Model Routing to AI and Data Science Workflows]]></title>
      <link>https://www.arcee.ai/blog/arcee-conductor-and-zerve-bringing-model-routing-to-ai-and-data-science-workflows</link>
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      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
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      <title><![CDATA[EP2 - ARCEE.AI small language models open source and cost efficient AI AWS for AI podcast]]></title>
      <link>https://www.julien.org/youtube/2025/20250520_EP2_-_ARCEE.AI_small_language_models_open_source_and_cost_efficient_AI_AWS_for_AI_podcast.html</link>
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      <pubDate>Tue, 20 May 2025 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Arcee AI webinar - routing your function calling and reasoning queries with Arcee Conductor]]></title>
      <link>https://www.julien.org/youtube/2025/20250507_Arcee_AI_webinar_-_routing_your_function_calling_and_reasoning_queries_with_Arcee_Conductor.html</link>
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      <pubDate>Wed, 07 May 2025 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Routing reasoning queries to the best SLM LLM with Arcee Conductor]]></title>
      <link>https://www.julien.org/youtube/2025/20250506_Routing_reasoning_queries_to_the_best_SLM_LLM_with_Arcee_Conductor.html</link>
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      <pubDate>Tue, 06 May 2025 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Arcee AI Small Language Models on Together AI and OpenRouter]]></title>
      <link>https://www.julien.org/blog/arcee-posts/2025-05-27_arcee-ai-small-language-models-now-available-on-togetherai-and-openrouter/</link>
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      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Originally published at https://www.arcee.ai/blog/arcee-ai-small-language-models-on-together-ai-and-openrouter]]></description>
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      <title><![CDATA[Running GenAI Inference with AWS Graviton and Arcee AI Models]]></title>
      <link>https://aws.amazon.com/blogs/apn/running-genai-inference-with-aws-graviton-and-arcee-ai-models/</link>
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      <pubDate>Thu, 01 May 2025 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
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      <title><![CDATA[Enriching Inventory Data with Arcee Conductor]]></title>
      <link>https://www.arcee.ai/blog/enriching-inventory-data-with-arcee-conductor</link>
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      <pubDate>Thu, 01 May 2025 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
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      <title><![CDATA[Responsible AI Computing - Ampere at CloudFest 2025]]></title>
      <link>https://www.julien.org/youtube/2025/20250414_Responsible_AI_Computing_-_Ampere_at_CloudFest_2025.html</link>
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      <pubDate>Mon, 14 Apr 2025 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Routing function calling queries to the best SLM LLM with Arcee Conductor]]></title>
      <link>https://www.julien.org/youtube/2025/20250410_Routing_function_calling_queries_to_the_best_SLM_LLM_with_Arcee_Conductor.html</link>
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      <pubDate>Thu, 10 Apr 2025 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Comparing SLMs and LLMs with similarity metrics]]></title>
      <link>https://www.julien.org/youtube/2025/20250408_Comparing_SLMs_and_LLMs_with_similarity_metrics.html</link>
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      <pubDate>Tue, 08 Apr 2025 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[AI From the Trenches and the Pivot to Small Language Models SLM with Julien Simon of Arcee.ai]]></title>
      <link>https://www.julien.org/youtube/2025/20250404_AI_From_the_Trenches_and_the_Pivot_to_Small_Language_Models_SLM_with_Julien_Simon_of_Arcee.ai.html</link>
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      <pubDate>Fri, 04 Apr 2025 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[AWS AI and Data Conference 2025 Knowledge Distillation - Build Smaller Faster AI Models]]></title>
      <link>https://www.julien.org/youtube/2025/20250403_AWS_AI_and_Data_Conference_2025_Knowledge_Distillation_-_Build_Smaller_Faster_AI_Models.html</link>
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      <pubDate>Thu, 03 Apr 2025 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[The Case for Small Language Model Inference on ARM CPUs]]></title>
      <link>https://www.julien.org/blog/arcee-posts/2025-04-17_the-case-for-small-language-model-inference-on-arm-cpus/</link>
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      <pubDate>Tue, 01 Apr 2025 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Originally published at https://www.arcee.ai/blog/the-case-for-small-language-model-inference-on-arm-cpus]]></description>
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      <title><![CDATA[Building a RAG chatbot with LangChain Chroma Hugging Face and Arcee Conductor]]></title>
      <link>https://www.julien.org/youtube/2025/20250331_Building_a_RAG_chatbot_with_LangChain_Chroma_Hugging_Face_and_Arcee_Conductor.html</link>
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      <pubDate>Mon, 31 Mar 2025 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Arcee AI webinar - build agentic workflows with Arcee Orchestra]]></title>
      <link>https://www.julien.org/youtube/2025/20250326_Arcee_AI_webinar_-_build_agentic_workflows_with_Arcee_Orchestra.html</link>
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      <pubDate>Wed, 26 Mar 2025 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Arcee AI webinar - pick the right SLM LLM for each query with Arcee Conductor]]></title>
      <link>https://www.julien.org/youtube/2025/20250326_Arcee_AI_webinar_-_pick_the_right_SLM_LLM_for_each_query_with_Arcee_Conductor.html</link>
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      <pubDate>Wed, 26 Mar 2025 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Model routing with Open WebUI and Arcee Conductor]]></title>
      <link>https://www.julien.org/youtube/2025/20250320_Model_routing_with_Open_WebUI_and_Arcee_Conductor.html</link>
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      <pubDate>Thu, 20 Mar 2025 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Arcee Conductor - advanced model routing selects the best SLM LLM automatically]]></title>
      <link>https://www.julien.org/youtube/2025/20250305_Arcee_Conductor_-_advanced_model_routing_selects_the_best_SLM_LLM_automatically.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2025/20250305_Arcee_Conductor_-_advanced_model_routing_selects_the_best_SLM_LLM_automatically.html</guid>
      <pubDate>Wed, 05 Mar 2025 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Arcee Spotlight - a super-fast 7-billion parameter Visual Language Model]]></title>
      <link>https://www.julien.org/youtube/2025/20250305_Arcee_Spotlight_-_a_super-fast_7-billion_parameter_Visual_Language_Model.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2025/20250305_Arcee_Spotlight_-_a_super-fast_7-billion_parameter_Visual_Language_Model.html</guid>
      <pubDate>Wed, 05 Mar 2025 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Arcee AI in 2 minutes March 2025]]></title>
      <link>https://www.julien.org/youtube/2025/20250303_Arcee_AI_in_2_minutes_March_2025.html</link>
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      <pubDate>Mon, 03 Mar 2025 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[EPO1 - Interviewing Julien Simon - The Future of AI Small Models Open Source Community]]></title>
      <link>https://www.julien.org/youtube/2025/20250226_EPO1_-_Interviewing_Julien_Simon_-_The_Future_of_AI_Small_Models_Open_Source_Community.html</link>
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      <pubDate>Wed, 26 Feb 2025 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Arcee Blitz 24B - A better Mistral Small 3 model]]></title>
      <link>https://www.julien.org/youtube/2025/20250221_Arcee_Blitz_24B_-_A_better_Mistral_Small_3_model.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2025/20250221_Arcee_Blitz_24B_-_A_better_Mistral_Small_3_model.html</guid>
      <pubDate>Fri, 21 Feb 2025 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Arcee Maestro 7B - A small language model that outperforms o1-preview]]></title>
      <link>https://www.julien.org/youtube/2025/20250221_Arcee_Maestro_7B_-_A_small_language_model_that_outperforms_o1-preview.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2025/20250221_Arcee_Maestro_7B_-_A_small_language_model_that_outperforms_o1-preview.html</guid>
      <pubDate>Fri, 21 Feb 2025 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Arcee Orchestra - Build an Agentic Workflow to Augment and Localize YouTube Content]]></title>
      <link>https://www.julien.org/youtube/2025/20250221_Arcee_Orchestra_-_Build_an_Agentic_Workflow_to_Augment_and_Localize_YouTube_Content.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2025/20250221_Arcee_Orchestra_-_Build_an_Agentic_Workflow_to_Augment_and_Localize_YouTube_Content.html</guid>
      <pubDate>Fri, 21 Feb 2025 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Arcee Orchestra - Build an Agentic Retrieval Workflow for the Energy Industry]]></title>
      <link>https://www.julien.org/youtube/2025/20250217_Arcee_Orchestra_-_Build_an_Agentic_Retrieval_Workflow_for_the_Energy_Industry.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2025/20250217_Arcee_Orchestra_-_Build_an_Agentic_Retrieval_Workflow_for_the_Energy_Industry.html</guid>
      <pubDate>Mon, 17 Feb 2025 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Arcee Orchestra - Build an Agentic Code Review Workflow]]></title>
      <link>https://www.julien.org/youtube/2025/20250214_Arcee_Orchestra_-_Build_an_Agentic_Code_Review_Workflow.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2025/20250214_Arcee_Orchestra_-_Build_an_Agentic_Code_Review_Workflow.html</guid>
      <pubDate>Fri, 14 Feb 2025 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Run SLMs locally - Llama.cpp vs. MLX with 10B and 32B Arcee models]]></title>
      <link>https://www.julien.org/youtube/2025/20250205_Run_SLMs_locally_-_Llama.cpp_vs._MLX_with_10B_and_32B_Arcee_models.html</link>
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      <pubDate>Wed, 05 Feb 2025 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Virtuoso Lite and Virtuoso Medium v2 - distilling DeepSeek-V3 to 10B 32B]]></title>
      <link>https://www.julien.org/youtube/2025/20250128_Virtuoso_Lite_and_Virtuoso_Medium_v2_-_distilling_DeepSeek-V3_to_10B_32B.html</link>
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      <pubDate>Tue, 28 Jan 2025 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[AI Regulation or AI Requiem?]]></title>
      <link>https://www.julien.org/blog/industry-perspectives/2025-01-20_ai-regulation-or-ai-requiem/</link>
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      <pubDate>Mon, 20 Jan 2025 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[A critical analysis of the contrasting approaches to AI regulation between Europe and America, and their implications for the future of AI development.]]></description>
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      <title><![CDATA[Decoder-only inference - a step-by-step deep dive]]></title>
      <link>https://www.julien.org/youtube/2025/20250110_Decoder-only_inference_-_a_step-by-step_deep_dive.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2025/20250110_Decoder-only_inference_-_a_step-by-step_deep_dive.html</guid>
      <pubDate>Fri, 10 Jan 2025 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Deep Dive - Model Distillation with DistillKit]]></title>
      <link>https://www.julien.org/youtube/2025/20250103_Deep_Dive_-_Model_Distillation_with_DistillKit.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2025/20250103_Deep_Dive_-_Model_Distillation_with_DistillKit.html</guid>
      <pubDate>Fri, 03 Jan 2025 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Julien Simon @ AIDevTLV 24 Unleashing the Power of Small Open-Source Language Models]]></title>
      <link>https://www.julien.org/youtube/2025/20250101_Julien_Simon_@_AIDevTLV_24_Unleashing_the_Power_of_Small_Open-Source_Language_Models.html</link>
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      <pubDate>Wed, 01 Jan 2025 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Function calling with Arcee Caller and the OpenAI API]]></title>
      <link>https://www.julien.org/youtube/2024/20241218_Function_calling_with_Arcee_Caller_and_the_OpenAI_API.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2024/20241218_Function_calling_with_Arcee_Caller_and_the_OpenAI_API.html</guid>
      <pubDate>Wed, 18 Dec 2024 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Introducing the Arcee Model Engine]]></title>
      <link>https://www.julien.org/youtube/2024/20241206_Introducing_the_Arcee_Model_Engine.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2024/20241206_Introducing_the_Arcee_Model_Engine.html</guid>
      <pubDate>Fri, 06 Dec 2024 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Deploying Arcee models on Amazon Bedrock]]></title>
      <link>https://www.julien.org/youtube/2024/20241205_Deploying_Arcee_models_on_Amazon_Bedrock.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2024/20241205_Deploying_Arcee_models_on_Amazon_Bedrock.html</guid>
      <pubDate>Thu, 05 Dec 2024 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Deep Dive - Parameter-Efficient Model Adaptation with LoRA and Spectrum]]></title>
      <link>https://www.julien.org/youtube/2024/20241129_Deep_Dive_-_Parameter-Efficient_Model_Adaptation_with_LoRA_and_Spectrum.html</link>
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      <pubDate>Fri, 29 Nov 2024 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Deploying Arcee AI models in minutes with Amazon SageMaker JumpStart]]></title>
      <link>https://www.julien.org/youtube/2024/20241126_Deploying_Arcee_AI_models_in_minutes_with_Amazon_SageMaker_JumpStart.html</link>
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      <pubDate>Tue, 26 Nov 2024 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Run performant and cost-effective GenAI Applications with AWS Graviton and Arcee AI]]></title>
      <link>https://www.julien.org/youtube/2024/20241120_Run_performant_and_cost-effective_GenAI_Applications_with_AWS_Graviton_and_Arcee_AI.html</link>
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      <pubDate>Wed, 20 Nov 2024 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[SLM in Action - SuperNova-Medius a high-performance 14B model]]></title>
      <link>https://www.julien.org/youtube/2024/20241112_SLM_in_Action_-_SuperNova-Medius_a_high-performance_14B_model.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2024/20241112_SLM_in_Action_-_SuperNova-Medius_a_high-performance_14B_model.html</guid>
      <pubDate>Tue, 12 Nov 2024 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[100 000]]></title>
      <link>https://www.julien.org/youtube/2024/20241101_100_000.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2024/20241101_100_000.html</guid>
      <pubDate>Fri, 01 Nov 2024 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Arcee.ai and Small Language Models - Mobile World Congress Las Vegas 10 2024]]></title>
      <link>https://www.julien.org/youtube/2024/20241021_Arcee.ai_and_Small_Language_Models_-_Mobile_World_Congress_Las_Vegas_10_2024.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2024/20241021_Arcee.ai_and_Small_Language_Models_-_Mobile_World_Congress_Las_Vegas_10_2024.html</guid>
      <pubDate>Mon, 21 Oct 2024 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Arcee.ai - Tailoring Small Language Models for Enterprise Use Cases 09 2024]]></title>
      <link>https://www.julien.org/youtube/2024/20241013_Arcee.ai_-_Tailoring_Small_Language_Models_for_Enterprise_Use_Cases_09_2024.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2024/20241013_Arcee.ai_-_Tailoring_Small_Language_Models_for_Enterprise_Use_Cases_09_2024.html</guid>
      <pubDate>Sun, 13 Oct 2024 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Deploying SuperNova-Lite on Inferentia2 - the best 8B model for 1 an hour]]></title>
      <link>https://www.julien.org/youtube/2024/20240919_Deploying_SuperNova-Lite_on_Inferentia2_-_the_best_8B_model_for_1_an_hour.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2024/20240919_Deploying_SuperNova-Lite_on_Inferentia2_-_the_best_8B_model_for_1_an_hour.html</guid>
      <pubDate>Thu, 19 Sep 2024 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Deploying Arcee SuperNova on AWS]]></title>
      <link>https://www.julien.org/youtube/2024/20240912_Deploying_Arcee_SuperNova_on_AWS.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2024/20240912_Deploying_Arcee_SuperNova_on_AWS.html</guid>
      <pubDate>Thu, 12 Sep 2024 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Developer resources to deploy and test Arcee models on AWS]]></title>
      <link>https://www.julien.org/youtube/2024/20240912_Developer_resources_to_deploy_and_test_Arcee_models_on_AWS.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2024/20240912_Developer_resources_to_deploy_and_test_Arcee_models_on_AWS.html</guid>
      <pubDate>Thu, 12 Sep 2024 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Sneak peek - Arcee SuperNova on Amazon Bedrock]]></title>
      <link>https://www.julien.org/youtube/2024/20240912_Sneak_peek_-_Arcee_SuperNova_on_Amazon_Bedrock.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2024/20240912_Sneak_peek_-_Arcee_SuperNova_on_Amazon_Bedrock.html</guid>
      <pubDate>Thu, 12 Sep 2024 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[SLM in Action - Arcee Lite a powerful 1.5B distilled model]]></title>
      <link>https://www.julien.org/youtube/2024/20240820_SLM_in_Action_-_Arcee_Lite_a_powerful_1.5B_distilled_model.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2024/20240820_SLM_in_Action_-_Arcee_Lite_a_powerful_1.5B_distilled_model.html</guid>
      <pubDate>Tue, 20 Aug 2024 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Uncover the Truth Behind AI Model Bias - It s More Serious Than You Think]]></title>
      <link>https://www.julien.org/youtube/2024/20240818_Uncover_the_Truth_Behind_AI_Model_Bias_-_It_s_More_Serious_Than_You_Think.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2024/20240818_Uncover_the_Truth_Behind_AI_Model_Bias_-_It_s_More_Serious_Than_You_Think.html</guid>
      <pubDate>Sun, 18 Aug 2024 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[SLM in Action - Arcee Nova 72B local inference on math and code with Open WebUI and ollama]]></title>
      <link>https://www.julien.org/youtube/2024/20240811_SLM_in_Action_-_Arcee_Nova_72B_local_inference_on_math_and_code_with_Open_WebUI_and_ollama.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2024/20240811_SLM_in_Action_-_Arcee_Nova_72B_local_inference_on_math_and_code_with_Open_WebUI_and_ollama.html</guid>
      <pubDate>Sun, 11 Aug 2024 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[SLM in Action - Arcee Agent A 7B model for function calls and tool usage]]></title>
      <link>https://www.julien.org/youtube/2024/20240806_SLM_in_Action_-_Arcee_Agent_A_7B_model_for_function_calls_and_tool_usage.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2024/20240806_SLM_in_Action_-_Arcee_Agent_A_7B_model_for_function_calls_and_tool_usage.html</guid>
      <pubDate>Tue, 06 Aug 2024 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[SLM in Action - Arcee Spark Llama-3.1 8B improved]]></title>
      <link>https://www.julien.org/youtube/2024/20240806_SLM_in_Action_-_Arcee_Spark_Llama-3.1_8B_improved.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2024/20240806_SLM_in_Action_-_Arcee_Spark_Llama-3.1_8B_improved.html</guid>
      <pubDate>Tue, 06 Aug 2024 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Deep dive - model merging part 2]]></title>
      <link>https://www.julien.org/youtube/2024/20240729_Deep_dive_-_model_merging_part_2.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2024/20240729_Deep_dive_-_model_merging_part_2.html</guid>
      <pubDate>Mon, 29 Jul 2024 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[SLM in Action - Local Inference with Arcee Nova 72B and Ollama]]></title>
      <link>https://www.julien.org/youtube/2024/20240719_SLM_in_Action_-_Local_Inference_with_Arcee_Nova_72B_and_Ollama.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2024/20240719_SLM_in_Action_-_Local_Inference_with_Arcee_Nova_72B_and_Ollama.html</guid>
      <pubDate>Fri, 19 Jul 2024 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[SLM in Action - Arcee-Scribe a 7.7B model for creative writing]]></title>
      <link>https://www.julien.org/youtube/2024/20240718_SLM_in_Action_-_Arcee-Scribe_a_7.7B_model_for_creative_writing.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2024/20240718_SLM_in_Action_-_Arcee-Scribe_a_7.7B_model_for_creative_writing.html</guid>
      <pubDate>Thu, 18 Jul 2024 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Accelerating Protein Language Model ProtST on Intel Gaudi 2]]></title>
      <link>https://www.julien.org/blog/huggingface-posts-and-images/2024-07-03_accelerating-protein-language-model-protst-on-intel-gaudi-2/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/huggingface-posts-and-images/2024-07-03_accelerating-protein-language-model-protst-on-intel-gaudi-2/</guid>
      <pubDate>Wed, 03 Jul 2024 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Protein Language Models (PLMs) have emerged as potent tools for predicting and designing protein structure and function. At the International...]]></description>
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      <title><![CDATA[LLMs from the trenches - Bias risk management cultural differences and all that good stuff]]></title>
      <link>https://www.julien.org/youtube/2024/20240614_LLMs_from_the_trenches_-_Bias_risk_management_cultural_differences_and_all_that_good_stuff.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2024/20240614_LLMs_from_the_trenches_-_Bias_risk_management_cultural_differences_and_all_that_good_stuff.html</guid>
      <pubDate>Fri, 14 Jun 2024 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[LLMs from the trenches - Closed model builders have decided for you]]></title>
      <link>https://www.julien.org/youtube/2024/20240614_LLMs_from_the_trenches_-_Closed_model_builders_have_decided_for_you.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2024/20240614_LLMs_from_the_trenches_-_Closed_model_builders_have_decided_for_you.html</guid>
      <pubDate>Fri, 14 Jun 2024 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[LLMs from the trenches - Data is how you create a competitive advantage not models]]></title>
      <link>https://www.julien.org/youtube/2024/20240614_LLMs_from_the_trenches_-_Data_is_how_you_create_a_competitive_advantage_not_models.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2024/20240614_LLMs_from_the_trenches_-_Data_is_how_you_create_a_competitive_advantage_not_models.html</guid>
      <pubDate>Fri, 14 Jun 2024 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[LLMs from the trenches - First and foremost it is a business discussion]]></title>
      <link>https://www.julien.org/youtube/2024/20240614_LLMs_from_the_trenches_-_First_and_foremost_it_is_a_business_discussion.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2024/20240614_LLMs_from_the_trenches_-_First_and_foremost_it_is_a_business_discussion.html</guid>
      <pubDate>Fri, 14 Jun 2024 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[LLMs from the trenches - LLMs are not intelligent there is no reasoning]]></title>
      <link>https://www.julien.org/youtube/2024/20240614_LLMs_from_the_trenches_-_LLMs_are_not_intelligent_there_is_no_reasoning.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2024/20240614_LLMs_from_the_trenches_-_LLMs_are_not_intelligent_there_is_no_reasoning.html</guid>
      <pubDate>Fri, 14 Jun 2024 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Open Source AI with Hugging Face - Dallas AI meetup 05 2024]]></title>
      <link>https://www.julien.org/youtube/2024/20240614_Open_Source_AI_with_Hugging_Face_-_Dallas_AI_meetup_05_2024.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2024/20240614_Open_Source_AI_with_Hugging_Face_-_Dallas_AI_meetup_05_2024.html</guid>
      <pubDate>Fri, 14 Jun 2024 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[50 Day 2024 - Stephan Hadinger AWS Julien Simon Hugging Face]]></title>
      <link>https://www.julien.org/youtube/2024/20240528_50_Day_2024_-_Stephan_Hadinger_AWS_Julien_Simon_Hugging_Face.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2024/20240528_50_Day_2024_-_Stephan_Hadinger_AWS_Julien_Simon_Hugging_Face.html</guid>
      <pubDate>Tue, 28 May 2024 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Deploying Llama3 with Inference Endpoints and AWS Inferentia2]]></title>
      <link>https://www.julien.org/youtube/2024/20240524_Deploying_Llama3_with_Inference_Endpoints_and_AWS_Inferentia2.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2024/20240524_Deploying_Llama3_with_Inference_Endpoints_and_AWS_Inferentia2.html</guid>
      <pubDate>Fri, 24 May 2024 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Discussion with Mark McQuade CEO and co-founder Arcee.ai]]></title>
      <link>https://www.julien.org/youtube/2024/20240522_Discussion_with_Mark_McQuade_CEO_and_co-founder_Arcee.ai.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2024/20240522_Discussion_with_Mark_McQuade_CEO_and_co-founder_Arcee.ai.html</guid>
      <pubDate>Wed, 22 May 2024 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Migrating from OpenAI models to Hugging Face models]]></title>
      <link>https://www.julien.org/youtube/2024/20240516_Migrating_from_OpenAI_models_to_Hugging_Face_models.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2024/20240516_Migrating_from_OpenAI_models_to_Hugging_Face_models.html</guid>
      <pubDate>Thu, 16 May 2024 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Building Cost-Efficient Enterprise RAG applications with Intel Gaudi 2 and Intel Xeon]]></title>
      <link>https://www.julien.org/blog/huggingface-posts-and-images/2024-05-09_building-cost-efficient-enterprise-rag-applications-with-intel-gaudi-2-and-intel-xeon/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/huggingface-posts-and-images/2024-05-09_building-cost-efficient-enterprise-rag-applications-with-intel-gaudi-2-and-intel-xeon/</guid>
      <pubDate>Thu, 09 May 2024 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Retrieval-augmented generation (RAG) enhances text generation with a large language model by incorporating fresh domain knowledge stored in an...]]></description>
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      <title><![CDATA[Deploying Llama3 on Amazon SageMaker]]></title>
      <link>https://www.julien.org/youtube/2024/20240418_Deploying_Llama3_on_Amazon_SageMaker.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2024/20240418_Deploying_Llama3_on_Amazon_SageMaker.html</guid>
      <pubDate>Thu, 18 Apr 2024 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[50 Day 2024 - Julien Simon Stephan Hadinger]]></title>
      <link>https://www.julien.org/youtube/2024/20240409_50_Day_2024_-_Julien_Simon_Stephan_Hadinger.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2024/20240409_50_Day_2024_-_Julien_Simon_Stephan_Hadinger.html</guid>
      <pubDate>Tue, 09 Apr 2024 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Deploy Hugging Face models on Google Cloud - directly from Vertex AI]]></title>
      <link>https://www.julien.org/youtube/2024/20240409_Deploy_Hugging_Face_models_on_Google_Cloud_-_directly_from_Vertex_AI.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2024/20240409_Deploy_Hugging_Face_models_on_Google_Cloud_-_directly_from_Vertex_AI.html</guid>
      <pubDate>Tue, 09 Apr 2024 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Deploy Hugging Face models on Google Cloud - from the hub to Inference Endpoints]]></title>
      <link>https://www.julien.org/youtube/2024/20240409_Deploy_Hugging_Face_models_on_Google_Cloud_-_from_the_hub_to_Inference_Endpoints.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2024/20240409_Deploy_Hugging_Face_models_on_Google_Cloud_-_from_the_hub_to_Inference_Endpoints.html</guid>
      <pubDate>Tue, 09 Apr 2024 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Deploy Hugging Face models on Google Cloud - from the hub to Vertex AI]]></title>
      <link>https://www.julien.org/youtube/2024/20240409_Deploy_Hugging_Face_models_on_Google_Cloud_-_from_the_hub_to_Vertex_AI.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2024/20240409_Deploy_Hugging_Face_models_on_Google_Cloud_-_from_the_hub_to_Vertex_AI.html</guid>
      <pubDate>Tue, 09 Apr 2024 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Enterprise AI with the Hugging Face Enterprise Hub]]></title>
      <link>https://www.julien.org/youtube/2024/20240402_Enterprise_AI_with_the_Hugging_Face_Enterprise_Hub.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2024/20240402_Enterprise_AI_with_the_Hugging_Face_Enterprise_Hub.html</guid>
      <pubDate>Tue, 02 Apr 2024 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[L IA open source par Hugging Face - Gen AI Nantes 1]]></title>
      <link>https://www.julien.org/youtube/2024/20240401_L_IA_open_source_par_Hugging_Face_-_Gen_AI_Nantes_1.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2024/20240401_L_IA_open_source_par_Hugging_Face_-_Gen_AI_Nantes_1.html</guid>
      <pubDate>Mon, 01 Apr 2024 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Deploying Hugging Face models with Amazon SageMaker and AWS Inferentia2]]></title>
      <link>https://www.julien.org/youtube/2024/20240329_Deploying_Hugging_Face_models_with_Amazon_SageMaker_and_AWS_Inferentia2.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2024/20240329_Deploying_Hugging_Face_models_with_Amazon_SageMaker_and_AWS_Inferentia2.html</guid>
      <pubDate>Fri, 29 Mar 2024 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[A Chatbot on your Laptop: Phi-2 on Intel Meteor Lake]]></title>
      <link>https://www.julien.org/blog/huggingface-posts-and-images/2024-03-20_a-chatbot-on-your-laptop-phi-2-on-intel-meteor-lake/</link>
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      <pubDate>Wed, 20 Mar 2024 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Retrieval-augmented generation (RAG) enhances text generation with a large language model by incorporating fresh domain knowledge stored in an...]]></description>
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      <title><![CDATA[Phi-2 on Intel Meteor Lake - Coding question]]></title>
      <link>https://www.julien.org/youtube/2024/20240320_Phi-2_on_Intel_Meteor_Lake_-_Coding_question.html</link>
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      <pubDate>Wed, 20 Mar 2024 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Phi-2 on Intel Meteor Lake - Physics question]]></title>
      <link>https://www.julien.org/youtube/2024/20240320_Phi-2_on_Intel_Meteor_Lake_-_Physics_question.html</link>
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      <pubDate>Wed, 20 Mar 2024 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Deep dive - model merging part 1]]></title>
      <link>https://www.julien.org/youtube/2024/20240318_Deep_dive_-_model_merging_part_1.html</link>
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      <pubDate>Mon, 18 Mar 2024 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Deep Dive - Optimizing LLM inference]]></title>
      <link>https://www.julien.org/youtube/2024/20240311_Deep_Dive_-_Optimizing_LLM_inference.html</link>
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      <pubDate>Mon, 11 Mar 2024 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Deep Dive - Quantizing Large Language Models part 1]]></title>
      <link>https://www.julien.org/youtube/2024/20240306_Deep_Dive_-_Quantizing_Large_Language_Models_part_1.html</link>
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      <pubDate>Wed, 06 Mar 2024 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Deep Dive - Quantizing Large Language Models part 2]]></title>
      <link>https://www.julien.org/youtube/2024/20240306_Deep_Dive_-_Quantizing_Large_Language_Models_part_2.html</link>
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      <pubDate>Wed, 06 Mar 2024 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Deep Dive - Compiling deep learning models from XLA to PyTorch 2]]></title>
      <link>https://www.julien.org/youtube/2024/20240228_Deep_Dive_-_Compiling_deep_learning_models_from_XLA_to_PyTorch_2.html</link>
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      <pubDate>Wed, 28 Feb 2024 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Hugging Face - Democratizing GenAI for Everyone]]></title>
      <link>https://www.julien.org/youtube/2024/20240216_Hugging_Face_-_Democratizing_GenAI_for_Everyone.html</link>
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      <pubDate>Fri, 16 Feb 2024 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Hugging Face the story so far]]></title>
      <link>https://www.julien.org/youtube/2024/20240213_Hugging_Face_the_story_so_far.html</link>
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      <pubDate>Tue, 13 Feb 2024 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Deep dive - Better Attention layers for Transformer models]]></title>
      <link>https://www.julien.org/youtube/2024/20240212_Deep_dive_-_Better_Attention_layers_for_Transformer_models.html</link>
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      <pubDate>Mon, 12 Feb 2024 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[BFM Business Tech Co 01 02 2024 - Hugging Face signe avec Google]]></title>
      <link>https://www.julien.org/youtube/2024/20240202_BFM_Business_Tech_Co_01_02_2024_-_Hugging_Face_signe_avec_Google.html</link>
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      <pubDate>Fri, 02 Feb 2024 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Building AI Solutions that Matter Julien SIMON Chief Evangelist @HuggingFace LWD 21]]></title>
      <link>https://www.julien.org/youtube/2024/20240131_Building_AI_Solutions_that_Matter_Julien_SIMON_Chief_Evangelist_@HuggingFace_LWD_21.html</link>
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      <pubDate>Wed, 31 Jan 2024 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Deep Dive - Advanced distributed training with Hugging Face LLMs and AWS Trainium]]></title>
      <link>https://www.julien.org/youtube/2024/20240123_Deep_Dive_-_Advanced_distributed_training_with_Hugging_Face_LLMs_and_AWS_Trainium.html</link>
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      <pubDate>Tue, 23 Jan 2024 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Deep Dive - Hugging Face models on AWS AI Accelerators]]></title>
      <link>https://www.julien.org/youtube/2024/20240116_Deep_Dive_-_Hugging_Face_models_on_AWS_AI_Accelerators.html</link>
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      <pubDate>Tue, 16 Jan 2024 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Retrieval-Augmented Generation chatbot part 2 - LangChain Hugging Face OpenSearch AWS]]></title>
      <link>https://www.julien.org/youtube/2023/20231102_Retrieval-Augmented_Generation_chatbot_part_2_-_LangChain_Hugging_Face_OpenSearch_AWS.html</link>
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      <pubDate>Thu, 02 Nov 2023 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Retrieval-Augmented Generation chatbot part 1 - LangChain Hugging Face FAISS AWS]]></title>
      <link>https://www.julien.org/youtube/2023/20231024_Retrieval-Augmented_Generation_chatbot_part_1_-_LangChain_Hugging_Face_FAISS_AWS.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2023/20231024_Retrieval-Augmented_Generation_chatbot_part_1_-_LangChain_Hugging_Face_FAISS_AWS.html</guid>
      <pubDate>Tue, 24 Oct 2023 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Parameter-efficient fine-tuning with QLoRA and Hugging Face]]></title>
      <link>https://www.julien.org/youtube/2023/20231018_Parameter-efficient_fine-tuning_with_QLoRA_and_Hugging_Face.html</link>
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      <pubDate>Wed, 18 Oct 2023 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[A fistful of dollars - fine-tune LLaMA 2 7B with QLoRA]]></title>
      <link>https://www.julien.org/youtube/2023/20231010_A_fistful_of_dollars_-_fine-tune_LLaMA_2_7B_with_QLoRA.html</link>
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      <pubDate>Tue, 10 Oct 2023 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Fine-tune Stable Diffusion with LoRA for as low as 1]]></title>
      <link>https://www.julien.org/youtube/2023/20231009_Fine-tune_Stable_Diffusion_with_LoRA_for_as_low_as_1.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2023/20231009_Fine-tune_Stable_Diffusion_with_LoRA_for_as_low_as_1.html</guid>
      <pubDate>Mon, 09 Oct 2023 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Azure ML - deploy Hugging Face models in minutes]]></title>
      <link>https://www.julien.org/youtube/2023/20231008_Azure_ML_-_deploy_Hugging_Face_models_in_minutes.html</link>
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      <pubDate>Sun, 08 Oct 2023 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[SageMaker JumpStart - deploy Hugging Face models in minutes]]></title>
      <link>https://www.julien.org/youtube/2023/20231008_SageMaker_JumpStart_-_deploy_Hugging_Face_models_in_minutes.html</link>
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      <pubDate>Sun, 08 Oct 2023 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[The ANYmal autonomous robot - Anybotics.com]]></title>
      <link>https://www.julien.org/youtube/2023/20230927_The_ANYmal_autonomous_robot_-_Anybotics.com.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2023/20230927_The_ANYmal_autonomous_robot_-_Anybotics.com.html</guid>
      <pubDate>Wed, 27 Sep 2023 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Accelerating Stable Diffusion with Hugging Face and AWS Inferentia2]]></title>
      <link>https://www.julien.org/youtube/2023/20230915_Accelerating_Stable_Diffusion_with_Hugging_Face_and_AWS_Inferentia2.html</link>
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      <pubDate>Fri, 15 Sep 2023 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Hugging Face profite de l emballement pour l intelligence artificielle]]></title>
      <link>https://www.julien.org/youtube/2023/20230915_Hugging_Face_profite_de_l_emballement_pour_l_intelligence_artificielle.html</link>
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      <pubDate>Fri, 15 Sep 2023 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[SafeCoder vs. Closed-source Code Assistants]]></title>
      <link>https://www.julien.org/blog/huggingface-posts-and-images/2023-09-11_safecoder-vs-closed-source-code-assistants/</link>
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      <pubDate>Mon, 11 Sep 2023 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Because of their impressive abilities, large language models (LLMs) require significant computing power, which is seldom available on personal...]]></description>
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      <title><![CDATA[Fine-tuning Stable Diffusion models on Intel CPUs]]></title>
      <link>https://www.julien.org/blog/huggingface-posts-and-images/2023-07-14_fine-tuning-stable-diffusion-models-on-intel-cpus/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/huggingface-posts-and-images/2023-07-14_fine-tuning-stable-diffusion-models-on-intel-cpus/</guid>
      <pubDate>Fri, 14 Jul 2023 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[For decades, software developers have designed methodologies, processes, and tools that help them improve code quality and increase productivity. For...]]></description>
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      <title><![CDATA[Hugging Face and AMD partner on accelerating state-of-the-art models for CPU and GPU platforms]]></title>
      <link>https://www.julien.org/blog/huggingface-posts-and-images/2023-06-13_hugging-face-and-amd-partner-on-accelerating-state-of-the-art-models-for-cpu-and-gpu-platforms/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/huggingface-posts-and-images/2023-06-13_hugging-face-and-amd-partner-on-accelerating-state-of-the-art-models-for-cpu-and-gpu-platforms/</guid>
      <pubDate>Tue, 13 Jun 2023 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Whether language models, large language models, or foundation models, transformers require significant computation for pre-training, fine-tuning, and...]]></description>
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      <title><![CDATA[Hugging Face Endpoints on Azure]]></title>
      <link>https://www.julien.org/blog/huggingface-posts-and-images/2023-05-24_hugging-face-collaborates-with-microsoft-to-launch-hugging-face-model-catalog-on-azure/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/huggingface-posts-and-images/2023-05-24_hugging-face-collaborates-with-microsoft-to-launch-hugging-face-model-catalog-on-azure/</guid>
      <pubDate>Tue, 23 May 2023 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Whether language models, large language models, or foundation models, transformers require significant computation for pre-training, fine-tuning, and...]]></description>
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      <title><![CDATA[Hugging Face and IBM partner on watsonx.ai, the next-generation enterprise studio for AI builders]]></title>
      <link>https://www.julien.org/blog/huggingface-posts-and-images/2023-05-23_hugging-face-and-ibm-partner-on-watsonxai-the-next-generation-enterprise-studio-for-ai-builders/</link>
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      <pubDate>Tue, 23 May 2023 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[All hype aside, it’s hard to deny the profound impact that AI is having on society and businesses. From startups to enterprises to the public sector,...]]></description>
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      <title><![CDATA[Transformer training shootout part 2 - AWS Trainium vs. NVIDIA V100]]></title>
      <link>https://www.julien.org/youtube/2023/20230517_Transformer_training_shootout_part_2_-_AWS_Trainium_vs._NVIDIA_V100.html</link>
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      <pubDate>Wed, 17 May 2023 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Smaller is better: Q8-Chat, an efficient generative AI experience on Xeon]]></title>
      <link>https://www.julien.org/blog/huggingface-posts-and-images/2023-05-16_smaller-is-better-q8-chat-an-efficient-generative-ai-experience-on-xeon/</link>
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      <pubDate>Tue, 16 May 2023 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Large language models (LLMs) are taking the machine learning world by storm. Thanks to their Transformer architecture, LLMs have an uncanny ability...]]></description>
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      <title><![CDATA[Accelerating Transformers with Optimum Neuron AWS Trainium and AWS Inferentia2]]></title>
      <link>https://www.julien.org/youtube/2023/20230511_Accelerating_Transformers_with_Optimum_Neuron_AWS_Trainium_and_AWS_Inferentia2.html</link>
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      <pubDate>Thu, 11 May 2023 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Reinventing Machine Learning with Transformers and Hugging Face by Keynote speaker Julien Simon]]></title>
      <link>https://www.julien.org/youtube/2023/20230509_Reinventing_Machine_Learning_with_Transformers_and_Hugging_Face_by_Keynote_speaker_Julien_Simon.html</link>
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      <pubDate>Tue, 09 May 2023 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Accelerating Hugging Face Transformers with AWS Inferentia2]]></title>
      <link>https://www.julien.org/blog/huggingface-posts-and-images/2023-04-17_accelerating-hugging-face-transformers-with-aws-inferentia2/</link>
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      <pubDate>Mon, 17 Apr 2023 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Large language models (LLMs) are taking the machine learning world by storm. Thanks to their Transformer architecture, LLMs have an uncanny ability...]]></description>
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      <title><![CDATA[Accelerate Transformer inference with AWS Inferentia 2]]></title>
      <link>https://www.julien.org/youtube/2023/20230414_Accelerate_Transformer_inference_with_AWS_Inferentia_2.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2023/20230414_Accelerate_Transformer_inference_with_AWS_Inferentia_2.html</guid>
      <pubDate>Fri, 14 Apr 2023 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Interview BFM Business - Hugging Face 04 2023]]></title>
      <link>https://www.julien.org/youtube/2023/20230405_Interview_BFM_Business_-_Hugging_Face_04_2023.html</link>
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      <pubDate>Wed, 05 Apr 2023 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Summarizing legal documents with Hugging Face and Amazon SageMaker]]></title>
      <link>https://www.julien.org/youtube/2023/20230405_Summarizing_legal_documents_with_Hugging_Face_and_Amazon_SageMaker.html</link>
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      <pubDate>Wed, 05 Apr 2023 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Accelerating Stable Diffusion Inference on Intel CPUs with Hugging Face part 2]]></title>
      <link>https://www.julien.org/youtube/2023/20230403_Accelerating_Stable_Diffusion_Inference_on_Intel_CPUs_with_Hugging_Face_part_2.html</link>
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      <pubDate>Mon, 03 Apr 2023 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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    <item>
      <title><![CDATA[Accelerating Stable Diffusion Inference on Intel CPUs with Hugging Face part 1]]></title>
      <link>https://www.julien.org/youtube/2023/20230331_Accelerating_Stable_Diffusion_Inference_on_Intel_CPUs_with_Hugging_Face_part_1.html</link>
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      <pubDate>Fri, 31 Mar 2023 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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    <item>
      <title><![CDATA[Accelerating Stable Diffusion Inference on Intel CPUs]]></title>
      <link>https://www.julien.org/blog/huggingface-posts-and-images/2023-03-28_accelerating-stable-diffusion-inference-on-intel-cpus/</link>
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      <pubDate>Tue, 28 Mar 2023 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[In the last five years, Transformer models [ 1 ] have become the de facto standard for many machine learning (ML) tasks, such as natural language...]]></description>
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      <title><![CDATA[How Hugging Face Accelerated Development of Witty Works Writing Assistant]]></title>
      <link>https://www.julien.org/blog/huggingface-posts-and-images/2023-03-01_how-hugging-face-accelerated-development-of-witty-works-writing-assistant/</link>
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      <pubDate>Wed, 01 Mar 2023 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[If you’re interested in building ML solutions faster, visit the Expert Acceleration Program landing page and contact us here !]]></description>
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      <title><![CDATA[Transformer training shootout - AWS Trainium vs. NVIDIA A10G]]></title>
      <link>https://www.julien.org/youtube/2023/20230224_Transformer_training_shootout_-_AWS_Trainium_vs._NVIDIA_A10G.html</link>
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      <pubDate>Fri, 24 Feb 2023 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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    <item>
      <title><![CDATA[Training Transformers with AWS Trainium and the Hugging Face Neuron AMI]]></title>
      <link>https://www.julien.org/youtube/2023/20230223_Training_Transformers_with_AWS_Trainium_and_the_Hugging_Face_Neuron_AMI.html</link>
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      <pubDate>Thu, 23 Feb 2023 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Hugging Face and AWS partner to make AI more accessible]]></title>
      <link>https://www.julien.org/blog/huggingface-posts-and-images/2023-02-21_hugging-face-and-aws-partner-to-make-ai-more-accessible/</link>
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      <pubDate>Tue, 21 Feb 2023 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[If you’re interested in building ML solutions faster, visit the Expert Acceleration Program landing page and contact us here !]]></description>
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      <title><![CDATA[How Witty Works leverages Hugging Face to scale inclusive language]]></title>
      <link>https://www.julien.org/youtube/2023/20230220_How_Witty_Works_leverages_Hugging_Face_to_scale_inclusive_language.html</link>
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      <pubDate>Mon, 20 Feb 2023 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Fast and accurate language identification with Hugging Face and Intel OpenVINO]]></title>
      <link>https://www.julien.org/youtube/2023/20230210_Fast_and_accurate_language_identification_with_Hugging_Face_and_Intel_OpenVINO.html</link>
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      <pubDate>Fri, 10 Feb 2023 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Accelerate PyTorch Transformers with Intel Sapphire Rapids part 2]]></title>
      <link>https://www.julien.org/youtube/2023/20230207_Accelerate_PyTorch_Transformers_with_Intel_Sapphire_Rapids_part_2.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2023/20230207_Accelerate_PyTorch_Transformers_with_Intel_Sapphire_Rapids_part_2.html</guid>
      <pubDate>Tue, 07 Feb 2023 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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    <item>
      <title><![CDATA[Efficient Few-Shot Learning on CPU with SetFit]]></title>
      <link>https://www.julien.org/youtube/2023/20230207_Efficient_Few-Shot_Learning_on_CPU_with_SetFit.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2023/20230207_Efficient_Few-Shot_Learning_on_CPU_with_SetFit.html</guid>
      <pubDate>Tue, 07 Feb 2023 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Semantic search on images and videos with BridgeTower]]></title>
      <link>https://www.julien.org/youtube/2023/20230207_Semantic_search_on_images_and_videos_with_BridgeTower.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2023/20230207_Semantic_search_on_images_and_videos_with_BridgeTower.html</guid>
      <pubDate>Tue, 07 Feb 2023 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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    <item>
      <title><![CDATA[Accelerating PyTorch Transformers with Intel Sapphire Rapids, part 2]]></title>
      <link>https://www.julien.org/blog/huggingface-posts-and-images/2023-02-06_accelerating-pytorch-transformers-with-intel-sapphire-rapids---part-2/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/huggingface-posts-and-images/2023-02-06_accelerating-pytorch-transformers-with-intel-sapphire-rapids---part-2/</guid>
      <pubDate>Mon, 06 Feb 2023 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[It’s time to make AI open and accessible to all. That’s the goal of this expanded long-term strategic partnership between Hugging Face and Amazon Web...]]></description>
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      <title><![CDATA[Computer Vision Meetup - Intro to Hugging Face Transformers]]></title>
      <link>https://www.julien.org/youtube/2023/20230113_Computer_Vision_Meetup_-_Intro_to_Hugging_Face_Transformers.html</link>
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      <pubDate>Fri, 13 Jan 2023 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Accelerating PyTorch Transformers with Intel Sapphire Rapids, part 1]]></title>
      <link>https://www.julien.org/blog/huggingface-posts-and-images/2023-01-02_accelerating-pytorch-transformers-with-intel-sapphire-rapids---part-1/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/huggingface-posts-and-images/2023-01-02_accelerating-pytorch-transformers-with-intel-sapphire-rapids---part-1/</guid>
      <pubDate>Mon, 02 Jan 2023 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[In a recent post , we introduced you to the fourth generation of Intel Xeon CPUs, code-named Sapphire Rapids , and its new Advanced Matrix Extensions...]]></description>
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      <title><![CDATA[Accelerate PyTorch Transformers with Intel Sapphire Rapids part 1]]></title>
      <link>https://www.julien.org/youtube/2023/20230102_Accelerate_PyTorch_Transformers_with_Intel_Sapphire_Rapids_part_1.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2023/20230102_Accelerate_PyTorch_Transformers_with_Intel_Sapphire_Rapids_part_1.html</guid>
      <pubDate>Mon, 02 Jan 2023 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Julien Simon Hugging Face Hyperproductive Machine Learning with Transformers and Hugging Face]]></title>
      <link>https://www.julien.org/youtube/2022/20221216_Julien_Simon_Hugging_Face_Hyperproductive_Machine_Learning_with_Transformers_and_Hugging_Face.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2022/20221216_Julien_Simon_Hugging_Face_Hyperproductive_Machine_Learning_with_Transformers_and_Hugging_Face.html</guid>
      <pubDate>Fri, 16 Dec 2022 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Accelerate Transformers on Amazon SageMaker with AWS Trainium and AWS Inferentia]]></title>
      <link>https://www.julien.org/youtube/2022/20221128_Accelerate_Transformers_on_Amazon_SageMaker_with_AWS_Trainium_and_AWS_Inferentia.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2022/20221128_Accelerate_Transformers_on_Amazon_SageMaker_with_AWS_Trainium_and_AWS_Inferentia.html</guid>
      <pubDate>Mon, 28 Nov 2022 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[An Overview of Inference Solutions on Hugging Face]]></title>
      <link>https://www.julien.org/blog/huggingface-posts-and-images/2022-11-21_an-overview-of-inference-solutions-on-hugging-face/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/huggingface-posts-and-images/2022-11-21_an-overview-of-inference-solutions-on-hugging-face/</guid>
      <pubDate>Mon, 21 Nov 2022 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[About a year ago, we showed you how to distribute the training of Hugging Face transformers on a cluster or third-generation Intel Xeon Scalable CPUs...]]></description>
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      <title><![CDATA[Accelerate Transformer inference on GPU with Optimum and Better Transformer]]></title>
      <link>https://www.julien.org/youtube/2022/20221121_Accelerate_Transformer_inference_on_GPU_with_Optimum_and_Better_Transformer.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2022/20221121_Accelerate_Transformer_inference_on_GPU_with_Optimum_and_Better_Transformer.html</guid>
      <pubDate>Mon, 21 Nov 2022 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Accelerate Transformer inference with AWS Inferentia]]></title>
      <link>https://www.julien.org/youtube/2022/20221117_Accelerate_Transformer_inference_with_AWS_Inferentia.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2022/20221117_Accelerate_Transformer_inference_with_AWS_Inferentia.html</guid>
      <pubDate>Thu, 17 Nov 2022 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Accelerate Transformer inference on CPU with Optimum and Intel OpenVINO]]></title>
      <link>https://www.julien.org/youtube/2022/20221115_Accelerate_Transformer_inference_on_CPU_with_Optimum_and_Intel_OpenVINO.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2022/20221115_Accelerate_Transformer_inference_on_CPU_with_Optimum_and_Intel_OpenVINO.html</guid>
      <pubDate>Tue, 15 Nov 2022 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Accelerate Transformer inference on CPU with Optimum and ONNX]]></title>
      <link>https://www.julien.org/youtube/2022/20221108_Accelerate_Transformer_inference_on_CPU_with_Optimum_and_ONNX.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2022/20221108_Accelerate_Transformer_inference_on_CPU_with_Optimum_and_ONNX.html</guid>
      <pubDate>Tue, 08 Nov 2022 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[The Hugging Face Toolkit - An Introduction]]></title>
      <link>https://www.julien.org/youtube/2022/20221108_The_Hugging_Face_Toolkit_-_An_Introduction.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2022/20221108_The_Hugging_Face_Toolkit_-_An_Introduction.html</guid>
      <pubDate>Tue, 08 Nov 2022 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Accelerate your models with Optimum Intel and OpenVINO]]></title>
      <link>https://www.julien.org/blog/huggingface-posts-and-images/2022-11-02_accelerate-your-models-with-optimum-intel-and-openvino/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/huggingface-posts-and-images/2022-11-02_accelerate-your-models-with-optimum-intel-and-openvino/</guid>
      <pubDate>Wed, 02 Nov 2022 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Every day, developers and organizations are adopting models hosted on Hugging Face to turn ideas into proof-of-concept demos, and demos into...]]></description>
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      <title><![CDATA[SageMaker   VS Code   Github Copilot - the dream IDE for ML]]></title>
      <link>https://www.julien.org/youtube/2022/20221101_SageMaker_+_VS_Code_+_Github_Copilot_-_the_dream_IDE_for_ML.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2022/20221101_SageMaker_+_VS_Code_+_Github_Copilot_-_the_dream_IDE_for_ML.html</guid>
      <pubDate>Tue, 01 Nov 2022 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Using Amazon CodeWhisperer to write Hugging Face code]]></title>
      <link>https://www.julien.org/youtube/2022/20221028_Using_Amazon_CodeWhisperer_to_write_Hugging_Face_code.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2022/20221028_Using_Amazon_CodeWhisperer_to_write_Hugging_Face_code.html</guid>
      <pubDate>Fri, 28 Oct 2022 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Using Github Copilot to write Hugging Face code]]></title>
      <link>https://www.julien.org/youtube/2022/20221027_Using_Github_Copilot_to_write_Hugging_Face_code.html</link>
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      <pubDate>Thu, 27 Oct 2022 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Generate synthetic data with Stable Diffusion to augment computer vision datasets]]></title>
      <link>https://www.julien.org/youtube/2022/20221026_Generate_synthetic_data_with_Stable_Diffusion_to_augment_computer_vision_datasets.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2022/20221026_Generate_synthetic_data_with_Stable_Diffusion_to_augment_computer_vision_datasets.html</guid>
      <pubDate>Wed, 26 Oct 2022 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[How to Easily Deploy Your Hugging Face Models to Production - MLOps Live 20- With Hugging Face]]></title>
      <link>https://www.julien.org/youtube/2022/20221026_How_to_Easily_Deploy_Your_Hugging_Face_Models_to_Production_-_MLOps_Live_20-_With_Hugging_Face.html</link>
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      <pubDate>Wed, 26 Oct 2022 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Pinecone x Hugging Face Workshop - Inference Endpoints]]></title>
      <link>https://www.julien.org/youtube/2022/20221022_Pinecone_x_Hugging_Face_Workshop_-_Inference_Endpoints.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2022/20221022_Pinecone_x_Hugging_Face_Workshop_-_Inference_Endpoints.html</guid>
      <pubDate>Sat, 22 Oct 2022 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Getting started with Hugging Face Inference Endpoints]]></title>
      <link>https://www.julien.org/blog/huggingface-posts-and-images/2022-10-14_getting-started-with-hugging-face-inference-endpoints/</link>
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      <pubDate>Fri, 14 Oct 2022 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Last July, we announced that Intel and Hugging Face would collaborate on building state-of-the-art yet simple hardware acceleration tools for...]]></description>
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      <title><![CDATA[Accelerate Transformer training with AWS Trainium]]></title>
      <link>https://www.julien.org/youtube/2022/20221013_Accelerate_Transformer_training_with_AWS_Trainium.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2022/20221013_Accelerate_Transformer_training_with_AWS_Trainium.html</guid>
      <pubDate>Thu, 13 Oct 2022 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Deploy models with Hugging Face Inference Endpoints]]></title>
      <link>https://www.julien.org/youtube/2022/20221010_Deploy_models_with_Hugging_Face_Inference_Endpoints.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2022/20221010_Deploy_models_with_Hugging_Face_Inference_Endpoints.html</guid>
      <pubDate>Mon, 10 Oct 2022 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Accelerate Transformer training with Optimum Graphcore]]></title>
      <link>https://www.julien.org/youtube/2022/20221009_Accelerate_Transformer_training_with_Optimum_Graphcore.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2022/20221009_Accelerate_Transformer_training_with_Optimum_Graphcore.html</guid>
      <pubDate>Sun, 09 Oct 2022 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Accelerate Transformer training with Optimum Habana]]></title>
      <link>https://www.julien.org/youtube/2022/20221007_Accelerate_Transformer_training_with_Optimum_Habana.html</link>
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      <pubDate>Fri, 07 Oct 2022 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
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      <title><![CDATA[Classify image datasets with AutoML and Hugging Face AutoTrain]]></title>
      <link>https://www.julien.org/youtube/2022/20221006_Classify_image_datasets_with_AutoML_and_Hugging_Face_AutoTrain.html</link>
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      <pubDate>Thu, 06 Oct 2022 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Construisez vos applications NLP Computer Vision et Speech avec les modeles Transformers]]></title>
      <link>https://www.julien.org/youtube/2022/20221005_Construisez_vos_applications_NLP_Computer_Vision_et_Speech_avec_les_modeles_Transformers.html</link>
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      <pubDate>Wed, 05 Oct 2022 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Machine Learning 2.0 with Hugging Face Transformers - Julien Simon]]></title>
      <link>https://www.julien.org/youtube/2022/20221003_Machine_Learning_2.0_with_Hugging_Face_Transformers_-_Julien_Simon.html</link>
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      <pubDate>Mon, 03 Oct 2022 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[How Hugging Face Helps Non-Technical Users Build ML]]></title>
      <link>https://www.julien.org/youtube/2022/20220923_How_Hugging_Face_Helps_Non-Technical_Users_Build_ML.html</link>
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      <pubDate>Fri, 23 Sep 2022 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[How Synapse Medicine leverages Hugging Face to improve medication safety]]></title>
      <link>https://www.julien.org/youtube/2022/20220923_How_Synapse_Medicine_leverages_Hugging_Face_to_improve_medication_safety.html</link>
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      <pubDate>Fri, 23 Sep 2022 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Deep Dive: Vision Transformers On Hugging Face Optimum Graphcore]]></title>
      <link>https://www.julien.org/blog/huggingface-posts-and-images/2022-08-18_deep-dive-vision-transformers-on-hugging-face-optimum-graphcore/</link>
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      <pubDate>Thu, 18 Aug 2022 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Training machine learning models has become quite simple, especially with the rise of pre-trained models and transfer learning. OK, sometimes it’s...]]></description>
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      <title><![CDATA[Machine Learning Datastores Are Coming]]></title>
      <link>https://www.julien.org/blog/industry-perspectives/2022-08-01_machine-learning-datastores-are-coming/</link>
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      <pubDate>Mon, 01 Aug 2022 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[An exploration of how adding ML capabilities to datastores could improve development experience and agility in the machine learning ecosystem.]]></description>
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      <title><![CDATA[Accelerate Transformer Model Training with Hugging Face and Habana Labs]]></title>
      <link>https://www.julien.org/youtube/2022/20220727_Accelerate_Transformer_Model_Training_with_Hugging_Face_and_Habana_Labs.html</link>
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      <pubDate>Wed, 27 Jul 2022 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Audio Classification with Hugging Face Transformers]]></title>
      <link>https://www.julien.org/youtube/2022/20220726_Audio_Classification_with_Hugging_Face_Transformers.html</link>
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      <pubDate>Tue, 26 Jul 2022 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Log with MLflow and Hugging Face Transformers]]></title>
      <link>https://www.julien.org/youtube/2022/20220715_Log_with_MLflow_and_Hugging_Face_Transformers.html</link>
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      <pubDate>Fri, 15 Jul 2022 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[The DataHour - Building NLP applications using Hugging Face]]></title>
      <link>https://www.julien.org/youtube/2022/20220714_The_DataHour_-_Building_NLP_applications_using_Hugging_Face.html</link>
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      <pubDate>Thu, 14 Jul 2022 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Train tabular models with TabTransformer and Amazon SageMaker]]></title>
      <link>https://www.julien.org/youtube/2022/20220711_Train_tabular_models_with_TabTransformer_and_Amazon_SageMaker.html</link>
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      <pubDate>Mon, 11 Jul 2022 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Machine Learning Hyper-Productivity with Transformers and Hugging Face]]></title>
      <link>https://www.julien.org/youtube/2022/20220708_Machine_Learning_Hyper-Productivity_with_Transformers_and_Hugging_Face.html</link>
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      <pubDate>Fri, 08 Jul 2022 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Julien Simon - Machine Learning 2.0 With Hugging Face PyData London 2022]]></title>
      <link>https://www.julien.org/youtube/2022/20220707_Julien_Simon_-_Machine_Learning_2.0_With_Hugging_Face_PyData_London_2022.html</link>
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      <pubDate>Thu, 07 Jul 2022 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Machine Learning 2.0 with Hugging Face Julien Simon Conf42 Machine Learning 2022]]></title>
      <link>https://www.julien.org/youtube/2022/20220621_Machine_Learning_2.0_with_Hugging_Face_Julien_Simon_Conf42_Machine_Learning_2022.html</link>
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      <pubDate>Tue, 21 Jun 2022 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Intel and Hugging Face Partner to Democratize Machine Learning Hardware Acceleration]]></title>
      <link>https://www.julien.org/blog/huggingface-posts-and-images/2022-06-15_intel-and-hugging-face-partner-to-democratize-machine-learning-hardware-acceleration/</link>
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      <pubDate>Wed, 15 Jun 2022 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[The mission of Hugging Face is to democratize good machine learning and maximize its positive impact across industries and society. Not only do we...]]></description>
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      <title><![CDATA[Getting Started with Transformers on Habana Gaudi]]></title>
      <link>https://www.julien.org/blog/huggingface-posts-and-images/2022-04-26_getting-started-with-transformers-on-habana-gaudi/</link>
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      <pubDate>Tue, 26 Apr 2022 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[A couple of weeks ago, we’ve had the pleasure to announce that Habana Labs and Hugging Face would partner to accelerate Transformer model training.]]></description>
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      <title><![CDATA[Train tabular models automatically with Hugging Face AutoTrain]]></title>
      <link>https://www.julien.org/youtube/2022/20220421_Train_tabular_models_automatically_with_Hugging_Face_AutoTrain.html</link>
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      <pubDate>Thu, 21 Apr 2022 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Multilingual voice queries on financial documents February 2022]]></title>
      <link>https://www.julien.org/youtube/2022/20220202_Multilingual_voice_queries_on_financial_documents_February_2022.html</link>
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      <pubDate>Wed, 02 Feb 2022 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[How Transformers and Hugging Face boost your ML workflows]]></title>
      <link>https://www.julien.org/youtube/2022/20220124_How_Transformers_and_Hugging_Face_boost_your_ML_workflows.html</link>
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      <pubDate>Mon, 24 Jan 2022 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Analyze SEC filings with Transformers for fun and profit]]></title>
      <link>https://www.julien.org/youtube/2021/20211216_Analyze_SEC_filings_with_Transformers_for_fun_and_profit.html</link>
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      <pubDate>Thu, 16 Dec 2021 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Detecting counterfactual text with Hugging Face]]></title>
      <link>https://www.julien.org/youtube/2021/20211214_Detecting_counterfactual_text_with_Hugging_Face.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2021/20211214_Detecting_counterfactual_text_with_Hugging_Face.html</guid>
      <pubDate>Tue, 14 Dec 2021 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[AWS re -Invent 2021 - A first look at SageMaker Studio Lab]]></title>
      <link>https://www.julien.org/youtube/2021/20211210_AWS_re_-Invent_2021_-_A_first_look_at_SageMaker_Studio_Lab.html</link>
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      <pubDate>Fri, 10 Dec 2021 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[AWS re -Invent 2021 - Serverless Inference on SageMaker FOR REAL]]></title>
      <link>https://www.julien.org/youtube/2021/20211208_AWS_re_-Invent_2021_-_Serverless_Inference_on_SageMaker_FOR_REAL.html</link>
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      <pubDate>Wed, 08 Dec 2021 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[AWS re -Invent 2021 - A deeper look at SageMaker Canvas]]></title>
      <link>https://www.julien.org/youtube/2021/20211203_AWS_re_-Invent_2021_-_A_deeper_look_at_SageMaker_Canvas.html</link>
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      <pubDate>Fri, 03 Dec 2021 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[AWS re -Invent 2021 - A first look at SageMaker Training Compiler]]></title>
      <link>https://www.julien.org/youtube/2021/20211202_AWS_re_-Invent_2021_-_A_first_look_at_SageMaker_Training_Compiler.html</link>
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      <pubDate>Thu, 02 Dec 2021 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Getting Started with Hugging Face Transformers for IPUs with Optimum]]></title>
      <link>https://www.julien.org/blog/huggingface-posts-and-images/2021-11-30_getting-started-with-hugging-face-transformers-for-ipus-with-optimum/</link>
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      <pubDate>Tue, 30 Nov 2021 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[A couple of weeks ago, we’ve had the pleasure to announce that Habana Labs and Hugging Face would partner to accelerate Transformer model training.]]></description>
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      <title><![CDATA[Vision Transformer on SageMaker part 1 - dataset preparation]]></title>
      <link>https://www.julien.org/youtube/2021/20211125_Vision_Transformer_on_SageMaker_part_1_-_dataset_preparation.html</link>
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      <pubDate>Thu, 25 Nov 2021 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Vision Transformer on SageMaker part 2 - training with Hugging Face]]></title>
      <link>https://www.julien.org/youtube/2021/20211125_Vision_Transformer_on_SageMaker_part_2_-_training_with_Hugging_Face.html</link>
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      <pubDate>Thu, 25 Nov 2021 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Vision Transformer on SageMaker part 3 - training with PyTorch Lightning]]></title>
      <link>https://www.julien.org/youtube/2021/20211125_Vision_Transformer_on_SageMaker_part_3_-_training_with_PyTorch_Lightning.html</link>
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      <pubDate>Thu, 25 Nov 2021 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Accelerating PyTorch distributed fine-tuning with Intel technologies]]></title>
      <link>https://www.julien.org/blog/huggingface-posts-and-images/2021-11-19_accelerating-pytorch-distributed-fine-tuning-with-intel-technologies/</link>
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      <pubDate>Fri, 19 Nov 2021 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Transformer models have proven to be extremely efficient on a wide range of machine learning tasks, such as natural language processing, audio...]]></description>
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      <title><![CDATA[Managing datasets and models in your Hugging Face organization]]></title>
      <link>https://www.julien.org/youtube/2021/20211118_Managing_datasets_and_models_in_your_Hugging_Face_organization.html</link>
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      <pubDate>Thu, 18 Nov 2021 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Summarizing financial news with Hugging Face AutoNLP]]></title>
      <link>https://www.julien.org/youtube/2021/20211118_Summarizing_financial_news_with_Hugging_Face_AutoNLP.html</link>
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      <pubDate>Thu, 18 Nov 2021 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Optimize the prediction latency of Transformers with a single Docker command]]></title>
      <link>https://www.julien.org/youtube/2021/20211103_Optimize_the_prediction_latency_of_Transformers_with_a_single_Docker_command.html</link>
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      <pubDate>Wed, 03 Nov 2021 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[NLP models - from the Hugging Face hub to Amazon SageMaker... and back]]></title>
      <link>https://www.julien.org/youtube/2021/20211029_NLP_models_-_from_the_Hugging_Face_hub_to_Amazon_SageMaker..._and_back.html</link>
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      <pubDate>Fri, 29 Oct 2021 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Large Language Models: A New Moore's Law?]]></title>
      <link>https://www.julien.org/blog/industry-perspectives/2021-10-26_large-language-models-a-new-moores-law/</link>
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      <pubDate>Tue, 26 Oct 2021 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
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      <title><![CDATA[SageMaker Fridays Season 4 Episode 12 - Using AutoML to build an multimodal classification model]]></title>
      <link>https://www.julien.org/youtube/2021/20211022_SageMaker_Fridays_Season_4_Episode_12_-_Using_AutoML_to_build_an_multimodal_classification_model.html</link>
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      <pubDate>Fri, 22 Oct 2021 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[The Age of Machine Learning As Code Has Arrived]]></title>
      <link>https://www.julien.org/blog/industry-perspectives/2021-10-20_the-age-of-machine-learning-as-code-has-arrived/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/industry-perspectives/2021-10-20_the-age-of-machine-learning-as-code-has-arrived/</guid>
      <pubDate>Wed, 20 Oct 2021 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
    </item>
    <item>
      <title><![CDATA[Classifying song lyrics with Hugging Face AutoNLP]]></title>
      <link>https://www.julien.org/youtube/2021/20211018_Classifying_song_lyrics_with_Hugging_Face_AutoNLP.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2021/20211018_Classifying_song_lyrics_with_Hugging_Face_AutoNLP.html</guid>
      <pubDate>Mon, 18 Oct 2021 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[SageMaker Fridays Season 4 Episode 11 - Using AutoML to build an image classification model]]></title>
      <link>https://www.julien.org/youtube/2021/20211018_SageMaker_Fridays_Season_4_Episode_11_-_Using_AutoML_to_build_an_image_classification_model.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2021/20211018_SageMaker_Fridays_Season_4_Episode_11_-_Using_AutoML_to_build_an_image_classification_model.html</guid>
      <pubDate>Mon, 18 Oct 2021 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[ML Hyperproductivity with Hugging Face - part 1 - AutoML with AutoNLP]]></title>
      <link>https://www.julien.org/youtube/2021/20211011_ML_Hyperproductivity_with_Hugging_Face_-_part_1_-_AutoML_with_AutoNLP.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2021/20211011_ML_Hyperproductivity_with_Hugging_Face_-_part_1_-_AutoML_with_AutoNLP.html</guid>
      <pubDate>Mon, 11 Oct 2021 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[ML Hyperproductivity with Hugging Face - part 2 - Testing models with Hugging Face Spaces]]></title>
      <link>https://www.julien.org/youtube/2021/20211011_ML_Hyperproductivity_with_Hugging_Face_-_part_2_-_Testing_models_with_Hugging_Face_Spaces.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2021/20211011_ML_Hyperproductivity_with_Hugging_Face_-_part_2_-_Testing_models_with_Hugging_Face_Spaces.html</guid>
      <pubDate>Mon, 11 Oct 2021 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[SageMaker Fridays Season 4 Episode 10 - Using AutoML to build a fraud detection model]]></title>
      <link>https://www.julien.org/youtube/2021/20211011_SageMaker_Fridays_Season_4_Episode_10_-_Using_AutoML_to_build_a_fraud_detection_model.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2021/20211011_SageMaker_Fridays_Season_4_Episode_10_-_Using_AutoML_to_build_a_fraud_detection_model.html</guid>
      <pubDate>Mon, 11 Oct 2021 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[SageMaker Fridays Season 4 Episode 9 - Using AutoML to build a click prediction model]]></title>
      <link>https://www.julien.org/youtube/2021/20211004_SageMaker_Fridays_Season_4_Episode_9_-_Using_AutoML_to_build_a_click_prediction_model.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2021/20211004_SageMaker_Fridays_Season_4_Episode_9_-_Using_AutoML_to_build_a_click_prediction_model.html</guid>
      <pubDate>Mon, 04 Oct 2021 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[SageMaker Fridays Season 4 Episode 8 - Automating an end to end workflow for retail recommendation]]></title>
      <link>https://www.julien.org/youtube/2021/20210927_SageMaker_Fridays_Season_4_Episode_8_-_Automating_an_end_to_end_workflow_for_retail_recommendation.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2021/20210927_SageMaker_Fridays_Season_4_Episode_8_-_Automating_an_end_to_end_workflow_for_retail_recommendation.html</guid>
      <pubDate>Mon, 27 Sep 2021 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Learn Amazon Sagemaker 2nd Edition]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2021/2021-09-23_-Learn-Amazon-SageMaker---2nd-edition/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2021/2021-09-23_-Learn-Amazon-SageMaker---2nd-edition/</guid>
      <pubDate>Thu, 23 Sep 2021 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[I’m very happy to announce that the second edition of “ Learn Amazon SageMaker ” is now available for pre-order on Amazon ( US , India , UK , France...]]></description>
    </item>
    <item>
      <title><![CDATA[Scaling Ad Verification with Machine Learning and AWS Inferentia]]></title>
      <link>https://www.julien.org/blog/aws-posts-and-images/2021-09-22_scaling-ad-verification-with-machine-learning-and-aws-inferentia/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-posts-and-images/2021-09-22_scaling-ad-verification-with-machine-learning-and-aws-inferentia/</guid>
      <pubDate>Wed, 22 Sep 2021 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Amazon Advertising helps companies build their brand and connect with shoppers, through ads shown both within and beyond Amazon’s store, including...]]></description>
    </item>
    <item>
      <title><![CDATA[SageMaker Fridays Season 4 Episode 7 - Automating an end to end workflow for image classification]]></title>
      <link>https://www.julien.org/youtube/2021/20210920_SageMaker_Fridays_Season_4_Episode_7_-_Automating_an_end_to_end_workflow_for_image_classification.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2021/20210920_SageMaker_Fridays_Season_4_Episode_7_-_Automating_an_end_to_end_workflow_for_image_classification.html</guid>
      <pubDate>Mon, 20 Sep 2021 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[SageMaker Fridays Season 4 Episode 6 - Automating an ML workflow for fraud detection]]></title>
      <link>https://www.julien.org/youtube/2021/20210911_SageMaker_Fridays_Season_4_Episode_6_-_Automating_an_ML_workflow_for_fraud_detection.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2021/20210911_SageMaker_Fridays_Season_4_Episode_6_-_Automating_an_ML_workflow_for_fraud_detection.html</guid>
      <pubDate>Sat, 11 Sep 2021 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[SageMaker Fridays Season 4 Episode 5 - Predicting with a music recommendation model]]></title>
      <link>https://www.julien.org/youtube/2021/20210904_SageMaker_Fridays_Season_4_Episode_5_-_Predicting_with_a_music_recommendation_model.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2021/20210904_SageMaker_Fridays_Season_4_Episode_5_-_Predicting_with_a_music_recommendation_model.html</guid>
      <pubDate>Sat, 04 Sep 2021 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Decoding the Social Effects Of Media with Machine Learning]]></title>
      <link>https://www.julien.org/blog/aws-posts-and-images/2021-09-03_decoding-the-social-effects-of-media-with-machine-learning/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-posts-and-images/2021-09-03_decoding-the-social-effects-of-media-with-machine-learning/</guid>
      <pubDate>Fri, 03 Sep 2021 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[What if media were optimized to benefit people? This thought-provoking question is at the core of Harmony Labs ‘ mission. A nonprofit organization...]]></description>
    </item>
    <item>
      <title><![CDATA[SageMaker Fridays Season 4 Episode 4 - Recommending products]]></title>
      <link>https://www.julien.org/youtube/2021/20210830_SageMaker_Fridays_Season_4_Episode_4_-_Recommending_products.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2021/20210830_SageMaker_Fridays_Season_4_Episode_4_-_Recommending_products.html</guid>
      <pubDate>Mon, 30 Aug 2021 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[SageMaker Fridays Season 4 Episode 1 - Recommending music]]></title>
      <link>https://www.julien.org/youtube/2021/20210824_SageMaker_Fridays_Season_4_Episode_1_-_Recommending_music.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2021/20210824_SageMaker_Fridays_Season_4_Episode_1_-_Recommending_music.html</guid>
      <pubDate>Tue, 24 Aug 2021 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[SageMaker Fridays Season 4 Episode 2 - Detecting fraudulent insurance claims]]></title>
      <link>https://www.julien.org/youtube/2021/20210824_SageMaker_Fridays_Season_4_Episode_2_-_Detecting_fraudulent_insurance_claims.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2021/20210824_SageMaker_Fridays_Season_4_Episode_2_-_Detecting_fraudulent_insurance_claims.html</guid>
      <pubDate>Tue, 24 Aug 2021 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[SageMaker Fridays Season 4 Episode 3 - Detecting cancer cells in medical images]]></title>
      <link>https://www.julien.org/youtube/2021/20210824_SageMaker_Fridays_Season_4_Episode_3_-_Detecting_cancer_cells_in_medical_images.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2021/20210824_SageMaker_Fridays_Season_4_Episode_3_-_Detecting_cancer_cells_in_medical_images.html</guid>
      <pubDate>Tue, 24 Aug 2021 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Extract Insights From Customer Conversations with Amazon Transcribe Call Analytics]]></title>
      <link>https://www.julien.org/blog/aws-posts-and-images/2021-08-04_extract-insights-from-customer-conversations-with-amazon-transcribe-call-analytics/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-posts-and-images/2021-08-04_extract-insights-from-customer-conversations-with-amazon-transcribe-call-analytics/</guid>
      <pubDate>Wed, 04 Aug 2021 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[In 2017, we launched Amazon Transcribe , an automatic speech recognition (ASR) service that makes it easy to add speech-to-text capabilities to any...]]></description>
    </item>
    <item>
      <title><![CDATA[Paging Doctor Cloud! Amazon HealthLake Is Now Generally Available]]></title>
      <link>https://www.julien.org/blog/aws-posts-and-images/2021-07-15_paging-doctor-cloud-amazon-healthlake-is-now-generally-available/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-posts-and-images/2021-07-15_paging-doctor-cloud-amazon-healthlake-is-now-generally-available/</guid>
      <pubDate>Thu, 15 Jul 2021 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[At AWS re:Invent 2020, we previewed Amazon HealthLake , a fully managed, HIPAA-eligible service that allows healthcare and life sciences customers to...]]></description>
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    <item>
      <title><![CDATA[Amazon SageMaker Named as the Outright Leader in Enterprise MLOps Platforms]]></title>
      <link>https://www.julien.org/blog/aws-posts-and-images/2021-06-09_amazon-sagemaker-named-as-the-outright-leader-in-enterprise-mlops-platforms/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-posts-and-images/2021-06-09_amazon-sagemaker-named-as-the-outright-leader-in-enterprise-mlops-platforms/</guid>
      <pubDate>Wed, 09 Jun 2021 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Over the last few years, Machine Learning (ML) has proven its worth in helping organizations increase efficiency and foster innovation. As ML...]]></description>
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    <item>
      <title><![CDATA[ML Fridays India - Start your AI ML projects right May 2021]]></title>
      <link>https://www.julien.org/youtube/2021/20210528_ML_Fridays_India_-_Start_your_AI_ML_projects_right_May_2021.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2021/20210528_ML_Fridays_India_-_Start_your_AI_ML_projects_right_May_2021.html</guid>
      <pubDate>Fri, 28 May 2021 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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    <item>
      <title><![CDATA[SageMaker Fridays Season 3 Episode 8 - Importing and exporting models on Amazon SageMaker]]></title>
      <link>https://www.julien.org/youtube/2021/20210528_SageMaker_Fridays_Season_3_Episode_8_-_Importing_and_exporting_models_on_Amazon_SageMaker.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2021/20210528_SageMaker_Fridays_Season_3_Episode_8_-_Importing_and_exporting_models_on_Amazon_SageMaker.html</guid>
      <pubDate>Fri, 28 May 2021 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[SageMaker Fridays Season 3 Episode 7 Building Models Automatically With AutoML]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2021/2021-05-17_SageMaker-Fridays-Season-3--Episode-7---Building-models-automatically-with-AutoML/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2021/2021-05-17_SageMaker-Fridays-Season-3--Episode-7---Building-models-automatically-with-AutoML/</guid>
      <pubDate>Mon, 17 May 2021 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[In this episode, we’ll dive into SageMaker AutoPilot, an AutoML capability. Starting from a tabular dataset, we’ll launch an AutoML job in just a few...]]></description>
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    <item>
      <title><![CDATA[SageMaker Fridays Season 3 Episode 7 - Building models automatically with AutoML]]></title>
      <link>https://www.julien.org/youtube/2021/20210517_SageMaker_Fridays_Season_3_Episode_7_-_Building_models_automatically_with_AutoML.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2021/20210517_SageMaker_Fridays_Season_3_Episode_7_-_Building_models_automatically_with_AutoML.html</guid>
      <pubDate>Mon, 17 May 2021 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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    <item>
      <title><![CDATA[Resolve IT Incidents Faster with Incident Manager, a New Capability of AWS Systems Manager]]></title>
      <link>https://www.julien.org/blog/aws-posts-and-images/2021-05-10_resolve-it-incidents-faster-with-incident-manager-a-new-capability-of-aws-systems-manager/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-posts-and-images/2021-05-10_resolve-it-incidents-faster-with-incident-manager-a-new-capability-of-aws-systems-manager/</guid>
      <pubDate>Mon, 10 May 2021 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[IT engineers pride themselves on the skill and care they put into building applications and infrastructure. However, as much as we all hate to admit...]]></description>
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    <item>
      <title><![CDATA[SageMaker Fridays Season 3 Episode 6 Cost Optimization With Machine Learning]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2021/2021-05-04_SageMaker-Fridays-Season-3--Episode-6---Cost-optimization-with-Machine-Learning/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2021/2021-05-04_SageMaker-Fridays-Season-3--Episode-6---Cost-optimization-with-Machine-Learning/</guid>
      <pubDate>Tue, 04 May 2021 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[In the first section, we have a chat with our special guest Greg Coquillo, a Technology Risk Manager working for Amazon. We walk through an...]]></description>
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    <item>
      <title><![CDATA[SageMaker Fridays Season 3 Episode 6 - Cost optimization with Machine Learning]]></title>
      <link>https://www.julien.org/youtube/2021/20210504_SageMaker_Fridays_Season_3_Episode_6_-_Cost_optimization_with_Machine_Learning.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2021/20210504_SageMaker_Fridays_Season_3_Episode_6_-_Cost_optimization_with_Machine_Learning.html</guid>
      <pubDate>Tue, 04 May 2021 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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    <item>
      <title><![CDATA[Decrease Your Machine Learning Costs with Instance Price Reductions and Savings Plans for Amazon SageMaker]]></title>
      <link>https://www.julien.org/blog/aws-posts-and-images/2021-04-20_decrease-your-machine-learning-costs-with-instance-price-reductions-and-savings-plans-for-amazon-sagemaker/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-posts-and-images/2021-04-20_decrease-your-machine-learning-costs-with-instance-price-reductions-and-savings-plans-for-amazon-sagemaker/</guid>
      <pubDate>Tue, 20 Apr 2021 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Launched at AWS re:Invent 2017, Amazon SageMaker is a fully-managed service that has already helped tens of thousands of customers quickly build and...]]></description>
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    <item>
      <title><![CDATA[In This Video I Show You How To Use Savings Plans For Amazon SageMaker]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2021/2021-04-20_In-this-video--I-show-you-how-to-use-Savings-Plans-for-Amazon-SageMaker--a-new-cost-optimization-/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2021/2021-04-20_In-this-video--I-show-you-how-to-use-Savings-Plans-for-Amazon-SageMaker--a-new-cost-optimization-/</guid>
      <pubDate>Tue, 20 Apr 2021 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[In this video, I show you how to use Savings Plans for Amazon SageMaker, a new cost optimization capability that helps you save up to 64% on your...]]></description>
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    <item>
      <title><![CDATA[Optimizing your Machine Learning costs on Amazon SageMaker with Savings Plans April 2021]]></title>
      <link>https://www.julien.org/youtube/2021/20210420_Optimizing_your_Machine_Learning_costs_on_Amazon_SageMaker_with_Savings_Plans_April_2021.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2021/20210420_Optimizing_your_Machine_Learning_costs_on_Amazon_SageMaker_with_Savings_Plans_April_2021.html</guid>
      <pubDate>Tue, 20 Apr 2021 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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    <item>
      <title><![CDATA[SageMaker Fridays Season 3 Episode 5 NLP At Scale With Hugging Face And Distributed Training]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2021/2021-04-17_SageMaker-Fridays-Season-3--Episode-5---NLP-at-scale-with-Hugging-Face-and-distributed-training/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2021/2021-04-17_SageMaker-Fridays-Season-3--Episode-5---NLP-at-scale-with-Hugging-Face-and-distributed-training/</guid>
      <pubDate>Sat, 17 Apr 2021 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[In this episode, we use state of the art models for natural language processing available in the Hugging Face collection. Then, we fine-tune BERT on...]]></description>
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    <item>
      <title><![CDATA[SageMaker Fridays Season 3 Episode 5 - NLP at scale with Hugging Face and distributed training]]></title>
      <link>https://www.julien.org/youtube/2021/20210417_SageMaker_Fridays_Season_3_Episode_5_-_NLP_at_scale_with_Hugging_Face_and_distributed_training.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2021/20210417_SageMaker_Fridays_Season_3_Episode_5_-_NLP_at_scale_with_Hugging_Face_and_distributed_training.html</guid>
      <pubDate>Sat, 17 Apr 2021 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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    <item>
      <title><![CDATA[Predictive Maintenance with Machine Learning on AWS April 2021]]></title>
      <link>https://www.julien.org/youtube/2021/20210415_Predictive_Maintenance_with_Machine_Learning_on_AWS_April_2021.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2021/20210415_Predictive_Maintenance_with_Machine_Learning_on_AWS_April_2021.html</guid>
      <pubDate>Thu, 15 Apr 2021 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[SageMaker Fridays Season 3 Episode 4 - End to end automation with SageMaker Pipelines]]></title>
      <link>https://www.julien.org/youtube/2021/20210405_SageMaker_Fridays_Season_3_Episode_4_-_End_to_end_automation_with_SageMaker_Pipelines.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2021/20210405_SageMaker_Fridays_Season_3_Episode_4_-_End_to_end_automation_with_SageMaker_Pipelines.html</guid>
      <pubDate>Mon, 05 Apr 2021 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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    <item>
      <title><![CDATA[Troubleshoot Boot and Networking Issues with New EC2 Serial Console]]></title>
      <link>https://www.julien.org/blog/aws-posts-and-images/2021-03-30_troubleshoot-boot-and-networking-issues-with-new-ec2-serial-console/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-posts-and-images/2021-03-30_troubleshoot-boot-and-networking-issues-with-new-ec2-serial-console/</guid>
      <pubDate>Tue, 30 Mar 2021 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Fixing production issues is one of the key responsibilities of system and network administrators. In fact, I’ve always found it to be one of the most...]]></description>
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    <item>
      <title><![CDATA[Working With Hugging Face Models On Amazon SageMaker]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2021/2021-03-25_Working-with-Hugging-Face-models-on-Amazon-SageMaker/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2021/2021-03-25_Working-with-Hugging-Face-models-on-Amazon-SageMaker/</guid>
      <pubDate>Thu, 25 Mar 2021 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[In this video, I show you how to fine-tune an Hugging Face model on Amazon SageMaker, and how to predict with the model on your local machine.]]></description>
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    <item>
      <title><![CDATA[Working with Hugging Face models on Amazon SageMaker]]></title>
      <link>https://julsimon.medium.com/working-with-hugging-face-models-on-amazon-sagemaker</link>
      <guid isPermaLink="true">https://julsimon.medium.com/working-with-hugging-face-models-on-amazon-sagemaker</guid>
      <pubDate>Thu, 25 Mar 2021 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
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    <item>
      <title><![CDATA[AWS and Hugging Face collaborate to simplify and accelerate adoption of Natural Language Processing models]]></title>
      <link>https://www.julien.org/blog/aws-posts-and-images/2021-03-23_aws-and-hugging-face-collaborate-to-simplify-and-accelerate-adoption-of-natural-language-processing-models/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-posts-and-images/2021-03-23_aws-and-hugging-face-collaborate-to-simplify-and-accelerate-adoption-of-natural-language-processing-models/</guid>
      <pubDate>Tue, 23 Mar 2021 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Just like computer vision a few years ago, the decade-old field of natural language processing (NLP) is experiencing a fascinating renaissance. Not a...]]></description>
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    <item>
      <title><![CDATA[Working with Hugging Face models on Amazon SageMaker]]></title>
      <link>https://www.julien.org/youtube/2021/20210323_Working_with_Hugging_Face_models_on_Amazon_SageMaker.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2021/20210323_Working_with_Hugging_Face_models_on_Amazon_SageMaker.html</guid>
      <pubDate>Tue, 23 Mar 2021 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[SageMaker Fridays Season 3 Episode 3 Managing Engineered Features With SageMaker Feature Store]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2021/2021-03-22_SageMaker-Fridays-Season-3--Episode-3---Managing-engineered-features-with-SageMaker-Feature-Store/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2021/2021-03-22_SageMaker-Fridays-Season-3--Episode-3---Managing-engineered-features-with-SageMaker-Feature-Store/</guid>
      <pubDate>Mon, 22 Mar 2021 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[In this episode, we build a sentiment analysis model starting from the Amazon Customer Reviews dataset. First, we import the dataset in Parquet...]]></description>
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    <item>
      <title><![CDATA[SageMaker Fridays Season 3 Episode 3 - Managing engineered features with SageMaker Feature Store]]></title>
      <link>https://www.julien.org/youtube/2021/20210322_SageMaker_Fridays_Season_3_Episode_3_-_Managing_engineered_features_with_SageMaker_Feature_Store.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2021/20210322_SageMaker_Fridays_Season_3_Episode_3_-_Managing_engineered_features_with_SageMaker_Feature_Store.html</guid>
      <pubDate>Mon, 22 Mar 2021 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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    <item>
      <title><![CDATA[SageMaker Fridays Season 3 Episode 2 Easy Data Preparation With SageMaker Data Wrangler]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2021/2021-03-07_SageMaker-Fridays-Season-3-Episode-2---Easy-data-preparation-with-SageMaker-Data-Wrangler/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2021/2021-03-07_SageMaker-Fridays-Season-3-Episode-2---Easy-data-preparation-with-SageMaker-Data-Wrangler/</guid>
      <pubDate>Sun, 07 Mar 2021 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[In this episode, we start from the popular Titanic survivor dataset. We import it in SageMaker Data Wrangler , where we build visualizations and...]]></description>
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    <item>
      <title><![CDATA[SageMaker Fridays Season 3 Episode 2 - Easy data preparation with SageMaker Data Wrangler]]></title>
      <link>https://www.julien.org/youtube/2021/20210307_SageMaker_Fridays_Season_3_Episode_2_-_Easy_data_preparation_with_SageMaker_Data_Wrangler.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2021/20210307_SageMaker_Fridays_Season_3_Episode_2_-_Easy_data_preparation_with_SageMaker_Data_Wrangler.html</guid>
      <pubDate>Sun, 07 Mar 2021 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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    <item>
      <title><![CDATA[SageMaker Fridays Season 3 Episode 1 The Complete ML Lifecycle]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2021/2021-03-01_SageMaker-Fridays--Season-3-Episode-1---The-Complete-ML-Lifecycle/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2021/2021-03-01_SageMaker-Fridays--Season-3-Episode-1---The-Complete-ML-Lifecycle/</guid>
      <pubDate>Mon, 01 Mar 2021 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[In this 90-minute special, we start with a quick introduction to SageMaker, and then we walk you through the 9 SageMaker launches from AWS re:Invent...]]></description>
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      <title><![CDATA[SageMaker Fridays Season 3 Episode 1 - The complete ML lifecycle with Amazon SageMaker]]></title>
      <link>https://www.julien.org/youtube/2021/20210228_SageMaker_Fridays_Season_3_Episode_1_-_The_complete_ML_lifecycle_with_Amazon_SageMaker.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2021/20210228_SageMaker_Fridays_Season_3_Episode_1_-_The_complete_ML_lifecycle_with_Amazon_SageMaker.html</guid>
      <pubDate>Sun, 28 Feb 2021 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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    <item>
      <title><![CDATA[Virtual Proctoring With Amazon Rekognition]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2021/2021-02-24_Virtual-Proctoring-with-Amazon-Rekognition/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2021/2021-02-24_Virtual-Proctoring-with-Amazon-Rekognition/</guid>
      <pubDate>Wed, 24 Feb 2021 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[In this video, you’ll learn how deploy a web-based application for virtual proctoring, implementing face recognition and object detection with Amazon...]]></description>
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      <title><![CDATA[Detect potential bias in your datasets and explain how your models predict February 2021]]></title>
      <link>https://www.julien.org/youtube/2021/20210224_Detect_potential_bias_in_your_datasets_and_explain_how_your_models_predict_February_2021.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2021/20210224_Detect_potential_bias_in_your_datasets_and_explain_how_your_models_predict_February_2021.html</guid>
      <pubDate>Wed, 24 Feb 2021 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Expert corner - Let s chat with Francesco Pochetti AWS Machine Learning Hero February 2021]]></title>
      <link>https://www.julien.org/youtube/2021/20210224_Expert_corner_-_Let_s_chat_with_Francesco_Pochetti_AWS_Machine_Learning_Hero_February_2021.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2021/20210224_Expert_corner_-_Let_s_chat_with_Francesco_Pochetti_AWS_Machine_Learning_Hero_February_2021.html</guid>
      <pubDate>Wed, 24 Feb 2021 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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    <item>
      <title><![CDATA[Standardize and automate your feature engineering workflows February 2021]]></title>
      <link>https://www.julien.org/youtube/2021/20210224_Standardize_and_automate_your_feature_engineering_workflows_February_2021.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2021/20210224_Standardize_and_automate_your_feature_engineering_workflows_February_2021.html</guid>
      <pubDate>Wed, 24 Feb 2021 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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    <item>
      <title><![CDATA[Virtual Proctoring with Amazon Rekognition]]></title>
      <link>https://www.julien.org/youtube/2021/20210223_Virtual_Proctoring_with_Amazon_Rekognition.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2021/20210223_Virtual_Proctoring_with_Amazon_Rekognition.html</guid>
      <pubDate>Tue, 23 Feb 2021 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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    <item>
      <title><![CDATA[Running Jupyter notebooks on Amazon Lightsail]]></title>
      <link>https://www.julien.org/youtube/2021/20210129_Running_Jupyter_notebooks_on_Amazon_Lightsail.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2021/20210129_Running_Jupyter_notebooks_on_Amazon_Lightsail.html</guid>
      <pubDate>Fri, 29 Jan 2021 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[A Map For Machine Learning On AWS December 2020 Edition]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2020/2020-12-15_A-map-for-Machine-Learning-on-AWS--December-2020-edition-/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2020/2020-12-15_A-map-for-Machine-Learning-on-AWS--December-2020-edition-/</guid>
      <pubDate>Tue, 15 Dec 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[It’s that time of the year again! AWS re:Invent 20 20 is over, and as it brought us quite a few new services and features, it was time for me to...]]></description>
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      <title><![CDATA[Introducing SageMaker Data Parallelism Model Parallelism AWS re:Invent 2020]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2020/2020-12-11_Introducing-SageMaker-Data-Parallelism---Model-Parallelism--AWS-re-Invent-2020/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2020/2020-12-11_Introducing-SageMaker-Data-Parallelism---Model-Parallelism--AWS-re-Invent-2020/</guid>
      <pubDate>Fri, 11 Dec 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[In this first video, I show how you to use the new data parallelism capability in Amazon SageMaker, and how to adapt your TensorFlow code for it.]]></description>
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    <item>
      <title><![CDATA[Introducing Amazon SageMaker JumpStart AWS re:Invent 2020]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2020/2020-12-11_Introducing-Amazon-SageMaker-JumpStart---AWS-re-Invent-2020/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2020/2020-12-11_Introducing-Amazon-SageMaker-JumpStart---AWS-re-Invent-2020/</guid>
      <pubDate>Fri, 11 Dec 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Amazon SageMaker JumpStart is a capability of Amazon SageMaker that accelerates your machine learning workflows with one-click access to popular...]]></description>
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      <title><![CDATA[Introducing SageMaker Data Parallelism - AWS re -Invent 2020]]></title>
      <link>https://www.julien.org/youtube/2020/20201210_Introducing_SageMaker_Data_Parallelism_-_AWS_re_-Invent_2020.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2020/20201210_Introducing_SageMaker_Data_Parallelism_-_AWS_re_-Invent_2020.html</guid>
      <pubDate>Thu, 10 Dec 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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    <item>
      <title><![CDATA[Introducing SageMaker Model Parallelism - AWS re -Invent 2020]]></title>
      <link>https://www.julien.org/youtube/2020/20201210_Introducing_SageMaker_Model_Parallelism_-_AWS_re_-Invent_2020.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2020/20201210_Introducing_SageMaker_Model_Parallelism_-_AWS_re_-Invent_2020.html</guid>
      <pubDate>Thu, 10 Dec 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Computing open source bias metrics]]></title>
      <link>https://www.julien.org/youtube/2020/20201209_Computing_open_source_bias_metrics.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2020/20201209_Computing_open_source_bias_metrics.html</guid>
      <pubDate>Wed, 09 Dec 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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    <item>
      <title><![CDATA[Amazon SageMaker JumpStart Simplifies Access to Pre-built Models and Machine Learning Solutions]]></title>
      <link>https://www.julien.org/blog/aws-posts-and-images/2020-12-08_amazon-sagemaker-jumpstart-simplifies-access-to-pre-built-models-and-machine-learning-solutions/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-posts-and-images/2020-12-08_amazon-sagemaker-jumpstart-simplifies-access-to-pre-built-models-and-machine-learning-solutions/</guid>
      <pubDate>Tue, 08 Dec 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Today, I’m extremely happy to announce the availability of Amazon SageMaker JumpStart , a capability of Amazon SageMaker that accelerates your...]]></description>
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      <title><![CDATA[New – Amazon SageMaker Pipelines Brings DevOps Capabilities to your Machine Learning Projects]]></title>
      <link>https://www.julien.org/blog/aws-posts-and-images/2020-12-08_new-amazon-sagemaker-pipelines-brings-devops-capabilities-to-your-machine-learning-projects/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-posts-and-images/2020-12-08_new-amazon-sagemaker-pipelines-brings-devops-capabilities-to-your-machine-learning-projects/</guid>
      <pubDate>Tue, 08 Dec 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Today, I’m extremely happy to announce Amazon SageMaker Pipelines , a new capability of Amazon SageMaker that makes it easy for data scientists and...]]></description>
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    <item>
      <title><![CDATA[Introducing Amazon SageMaker Data Wrangler, a Visual Interface to Prepare Data for Machine Learning]]></title>
      <link>https://www.julien.org/blog/aws-posts-and-images/2020-12-08_introducing-amazon-sagemaker-data-wrangler-a-visual-interface-to-prepare-data-for-machine-learning/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-posts-and-images/2020-12-08_introducing-amazon-sagemaker-data-wrangler-a-visual-interface-to-prepare-data-for-machine-learning/</guid>
      <pubDate>Tue, 08 Dec 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Today, I’m extremely happy to announce Amazon SageMaker Data Wrangler , a new capability of Amazon SageMaker that makes it faster for data scientists...]]></description>
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    <item>
      <title><![CDATA[New – Store, Discover, and Share Machine Learning Features with Amazon SageMaker Feature Store]]></title>
      <link>https://www.julien.org/blog/aws-posts-and-images/2020-12-08_new-store-discover-and-share-machine-learning-features-with-amazon-sagemaker-feature-store/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-posts-and-images/2020-12-08_new-store-discover-and-share-machine-learning-features-with-amazon-sagemaker-feature-store/</guid>
      <pubDate>Tue, 08 Dec 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Today, I’m extremely happy to announce Amazon SageMaker Feature Store , a new capability of Amazon SageMaker that makes it easy for data scientists...]]></description>
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    <item>
      <title><![CDATA[Amazon SageMaker Edge Manager Simplifies Operating Machine Learning Models on Edge Devices]]></title>
      <link>https://www.julien.org/blog/aws-posts-and-images/2020-12-08_amazon-sagemaker-edge-manager-simplifies-operating-machine-learning-models-on-edge-devices/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-posts-and-images/2020-12-08_amazon-sagemaker-edge-manager-simplifies-operating-machine-learning-models-on-edge-devices/</guid>
      <pubDate>Tue, 08 Dec 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Today, I’m extremely happy to announce Amazon SageMaker Edge Manager , a new capability of Amazon SageMaker that makes it easier to optimize, secure,...]]></description>
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      <title><![CDATA[New – Amazon SageMaker Clarify Detects Bias and Increases the Transparency of Machine Learning Models]]></title>
      <link>https://www.julien.org/blog/aws-posts-and-images/2020-12-08_new-amazon-sagemaker-clarify-detects-bias-and-increases-the-transparency-of-machine-learning-models/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-posts-and-images/2020-12-08_new-amazon-sagemaker-clarify-detects-bias-and-increases-the-transparency-of-machine-learning-models/</guid>
      <pubDate>Tue, 08 Dec 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Today, I’m extremely happy to announce Amazon SageMaker Clarify , a new capability of Amazon SageMaker that helps customers detect bias in machine...]]></description>
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      <title><![CDATA[New – Profile Your Machine Learning Training Jobs With Amazon SageMaker Debugger]]></title>
      <link>https://www.julien.org/blog/aws-posts-and-images/2020-12-08_new-profile-your-machine-learning-training-jobs-with-amazon-sagemaker-debugger/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-posts-and-images/2020-12-08_new-profile-your-machine-learning-training-jobs-with-amazon-sagemaker-debugger/</guid>
      <pubDate>Tue, 08 Dec 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Today, I’m extremely happy to announce that Amazon SageMaker Debugger can now profile machine learning models, making it much easier to identify and...]]></description>
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      <title><![CDATA[New – Data Parallelism Library in Amazon SageMaker Simplifies Training on Large Datasets]]></title>
      <link>https://www.julien.org/blog/aws-posts-and-images/2020-12-08_new-data-parallelism-library-in-amazon-sagemaker-simplifies-training-on-large-datasets/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-posts-and-images/2020-12-08_new-data-parallelism-library-in-amazon-sagemaker-simplifies-training-on-large-datasets/</guid>
      <pubDate>Tue, 08 Dec 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Today, I’m particularly happy to announce that Amazon SageMaker now supports a new data parallelism library that makes it easier to train models on...]]></description>
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    <item>
      <title><![CDATA[Amazon SageMaker Simplifies Training Deep Learning Models With Billions of Parameters]]></title>
      <link>https://www.julien.org/blog/aws-posts-and-images/2020-12-08_amazon-sagemaker-simplifies-training-deep-learning-models-with-billions-of-parameters/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-posts-and-images/2020-12-08_amazon-sagemaker-simplifies-training-deep-learning-models-with-billions-of-parameters/</guid>
      <pubDate>Tue, 08 Dec 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Today, I’m extremely happy to announce that Amazon SageMaker simplifies the training of very large deep learning models that were previously...]]></description>
    </item>
    <item>
      <title><![CDATA[Data Preparation AWS Glue DataBrew Or Amazon SageMaker Data Wrangler]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2020/2020-12-08_Data-preparation--AWS-Glue-Data-Brew-or-Amazon-SageMaker-Data-Wrangler-/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2020/2020-12-08_Data-preparation--AWS-Glue-Data-Brew-or-Amazon-SageMaker-Data-Wrangler-/</guid>
      <pubDate>Tue, 08 Dec 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[AWS Glue DataBrew vs SageMaker Data Wrangler: when to use each for data preparation. Side-by-side comparison of capabilities, use cases, and pricing.]]></description>
    </item>
    <item>
      <title><![CDATA[Introducing Amazon SageMaker Clarify AWS re:Invent 2020]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2020/2020-12-08_Introducing-Amazon-SageMaker-Clarify---AWS-re-Invent-2020/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2020/2020-12-08_Introducing-Amazon-SageMaker-Clarify---AWS-re-Invent-2020/</guid>
      <pubDate>Tue, 08 Dec 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Amazon SageMaker Clarify is a new capability of Amazon SageMaker that helps customers detect bias in machine learning models, and increase...]]></description>
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    <item>
      <title><![CDATA[Introducing Model Profiling In Amazon SageMaker Debugger AWS re:Invent 2020]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2020/2020-12-08_Introducing-model-profiling-in-Amazon-SageMaker-Debugger---AWS-re-Invent-2020/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2020/2020-12-08_Introducing-model-profiling-in-Amazon-SageMaker-Debugger---AWS-re-Invent-2020/</guid>
      <pubDate>Tue, 08 Dec 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Amazon SageMaker Debugger can now profile machine learning models, making it much easier to identify and fix training issues caused by hardware...]]></description>
    </item>
    <item>
      <title><![CDATA[Introducing Amazon SageMaker Clarify part 1 - Bias detection - AWS re -Invent 2020]]></title>
      <link>https://www.julien.org/youtube/2020/20201208_Introducing_Amazon_SageMaker_Clarify_part_1_-_Bias_detection_-_AWS_re_-Invent_2020.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2020/20201208_Introducing_Amazon_SageMaker_Clarify_part_1_-_Bias_detection_-_AWS_re_-Invent_2020.html</guid>
      <pubDate>Tue, 08 Dec 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Introducing Amazon SageMaker Clarify part 2 - Model explainability - AWS re -Invent 2020]]></title>
      <link>https://www.julien.org/youtube/2020/20201208_Introducing_Amazon_SageMaker_Clarify_part_2_-_Model_explainability_-_AWS_re_-Invent_2020.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2020/20201208_Introducing_Amazon_SageMaker_Clarify_part_2_-_Model_explainability_-_AWS_re_-Invent_2020.html</guid>
      <pubDate>Tue, 08 Dec 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Introducing Amazon SageMaker JumpStart part 1 - ML Solutions - AWS re -Invent 2020]]></title>
      <link>https://www.julien.org/youtube/2020/20201208_Introducing_Amazon_SageMaker_JumpStart_part_1_-_ML_Solutions_-_AWS_re_-Invent_2020.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2020/20201208_Introducing_Amazon_SageMaker_JumpStart_part_1_-_ML_Solutions_-_AWS_re_-Invent_2020.html</guid>
      <pubDate>Tue, 08 Dec 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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    <item>
      <title><![CDATA[Introducing Amazon SageMaker JumpStart part 2 - Model zoos - AWS re -Invent 2020]]></title>
      <link>https://www.julien.org/youtube/2020/20201208_Introducing_Amazon_SageMaker_JumpStart_part_2_-_Model_zoos_-_AWS_re_-Invent_2020.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2020/20201208_Introducing_Amazon_SageMaker_JumpStart_part_2_-_Model_zoos_-_AWS_re_-Invent_2020.html</guid>
      <pubDate>Tue, 08 Dec 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Introducing model profiling in Amazon SageMaker Debugger - AWS re -Invent 2020]]></title>
      <link>https://www.julien.org/youtube/2020/20201208_Introducing_model_profiling_in_Amazon_SageMaker_Debugger_-_AWS_re_-Invent_2020.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2020/20201208_Introducing_model_profiling_in_Amazon_SageMaker_Debugger_-_AWS_re_-Invent_2020.html</guid>
      <pubDate>Tue, 08 Dec 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Data preparation - AWS Glue Data Brew or Amazon SageMaker Data Wrangler]]></title>
      <link>https://www.julien.org/youtube/2020/20201207_Data_preparation_-_AWS_Glue_Data_Brew_or_Amazon_SageMaker_Data_Wrangler.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2020/20201207_Data_preparation_-_AWS_Glue_Data_Brew_or_Amazon_SageMaker_Data_Wrangler.html</guid>
      <pubDate>Mon, 07 Dec 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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    <item>
      <title><![CDATA[Introducing Amazon Monitron AWS re:Invent 2020]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2020/2020-12-04_Introducing-Amazon-Monitron---AWS-re-Invent-2020/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2020/2020-12-04_Introducing-Amazon-Monitron---AWS-re-Invent-2020/</guid>
      <pubDate>Fri, 04 Dec 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[In this video, I give you a quick tour of Amazon Monitron , an end-to-end system that uses machine learning to detect abnormal behavior in industrial...]]></description>
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    <item>
      <title><![CDATA[Introducing Amazon Monitron - AWS re -Invent 2020]]></title>
      <link>https://www.julien.org/youtube/2020/20201204_Introducing_Amazon_Monitron_-_AWS_re_-Invent_2020.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2020/20201204_Introducing_Amazon_Monitron_-_AWS_re_-Invent_2020.html</guid>
      <pubDate>Fri, 04 Dec 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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    <item>
      <title><![CDATA[Using The Git Workflow In Amazon SageMaker Pipelines]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2020/2020-12-03_Using-the-Git-workflow-in-Amazon-SageMaker-Pipelines/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2020/2020-12-03_Using-the-Git-workflow-in-Amazon-SageMaker-Pipelines/</guid>
      <pubDate>Thu, 03 Dec 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Amazon SageMaker Pipelines is a new capability of Amazon SageMaker that makes it easy for data scientists and engineers to build, automate, and scale...]]></description>
    </item>
    <item>
      <title><![CDATA[Using the Git workflow in Amazon SageMaker Pipelines - AWS re -Invent 2020]]></title>
      <link>https://www.julien.org/youtube/2020/20201203_Using_the_Git_workflow_in_Amazon_SageMaker_Pipelines_-_AWS_re_-Invent_2020.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2020/20201203_Using_the_Git_workflow_in_Amazon_SageMaker_Pipelines_-_AWS_re_-Invent_2020.html</guid>
      <pubDate>Thu, 03 Dec 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Introducing Amazon SageMaker Data Wrangler AWS re:Invent 2020]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2020/2020-12-02_Introducing-Amazon-SageMaker-Data-Wrangler---AWS-re-Invent-2020/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2020/2020-12-02_Introducing-Amazon-SageMaker-Data-Wrangler---AWS-re-Invent-2020/</guid>
      <pubDate>Wed, 02 Dec 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Amazon SageMaker Data Wrangler is a new capability of Amazon SageMaker that makes it faster for data scientists and engineers to prepare data for...]]></description>
    </item>
    <item>
      <title><![CDATA[Introducing Amazon SageMaker Feature Store AWS re:Invent 2020]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2020/2020-12-02_Introducing-Amazon-SageMaker-Feature-Store---AWS-re-Invent-2020/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2020/2020-12-02_Introducing-Amazon-SageMaker-Feature-Store---AWS-re-Invent-2020/</guid>
      <pubDate>Wed, 02 Dec 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Amazon SageMaker Feature Store is a new capability of Amazon SageMaker that makes it easy for data scientists and machine learning engineers to...]]></description>
    </item>
    <item>
      <title><![CDATA[Introducing Amazon SageMaker Pipelines AWS re:Invent 2020]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2020/2020-12-02_Introducing-Amazon-SageMaker-Pipelines---AWS-re-Invent-2020/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2020/2020-12-02_Introducing-Amazon-SageMaker-Pipelines---AWS-re-Invent-2020/</guid>
      <pubDate>Wed, 02 Dec 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Amazon SageMaker Pipelines is a new capability of Amazon SageMaker that makes it easy for data scientists and engineers to build, automate, and scale...]]></description>
    </item>
    <item>
      <title><![CDATA[Introducing Amazon SageMaker Data Wrangler - AWS re -Invent 2020]]></title>
      <link>https://www.julien.org/youtube/2020/20201202_Introducing_Amazon_SageMaker_Data_Wrangler_-_AWS_re_-Invent_2020.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2020/20201202_Introducing_Amazon_SageMaker_Data_Wrangler_-_AWS_re_-Invent_2020.html</guid>
      <pubDate>Wed, 02 Dec 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Introducing Amazon SageMaker Feature Store - AWS re -Invent 2020]]></title>
      <link>https://www.julien.org/youtube/2020/20201202_Introducing_Amazon_SageMaker_Feature_Store_-_AWS_re_-Invent_2020.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2020/20201202_Introducing_Amazon_SageMaker_Feature_Store_-_AWS_re_-Invent_2020.html</guid>
      <pubDate>Wed, 02 Dec 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Introducing Amazon SageMaker Pipelines - AWS re -Invent 2020]]></title>
      <link>https://www.julien.org/youtube/2020/20201202_Introducing_Amazon_SageMaker_Pipelines_-_AWS_re_-Invent_2020.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2020/20201202_Introducing_Amazon_SageMaker_Pipelines_-_AWS_re_-Invent_2020.html</guid>
      <pubDate>Wed, 02 Dec 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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    <item>
      <title><![CDATA[Amazon Monitron, a Simple and Cost-Effective Service Enabling Predictive Maintenance]]></title>
      <link>https://www.julien.org/blog/aws-posts-and-images/2020-12-01_amazon-monitron-a-simple-and-cost-effective-service-enabling-predictive-maintenance/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-posts-and-images/2020-12-01_amazon-monitron-a-simple-and-cost-effective-service-enabling-predictive-maintenance/</guid>
      <pubDate>Tue, 01 Dec 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Today, I’m extremely happy to announce Amazon Monitron , a condition monitoring service that detects potential failures and allows user to track...]]></description>
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      <title><![CDATA[Podcast Episode 20 Pre-Invent]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2020/2020-12-01_Podcast-Episode-20---Pre-Invent--/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2020/2020-12-01_Podcast-Episode-20---Pre-Invent--/</guid>
      <pubDate>Tue, 01 Dec 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Episode 20 of my podcast is online. As re:Invent is just a few hours away, it’s time to catch up with the November announcements on our AI/ML...]]></description>
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    <item>
      <title><![CDATA[AWS AI ML Podcast - Episode 20 - pre -Invent]]></title>
      <link>https://www.julien.org/youtube/2020/20201201_AWS_AI_ML_Podcast_-_Episode_20_-_pre_-Invent.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2020/20201201_AWS_AI_ML_Podcast_-_Episode_20_-_pre_-Invent.html</guid>
      <pubDate>Tue, 01 Dec 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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    <item>
      <title><![CDATA[SageMaker Fridays Season 2 Episode 6 - Computer vision large scale training November 2020]]></title>
      <link>https://www.julien.org/youtube/2020/20201114_SageMaker_Fridays_Season_2_Episode_6_-_Computer_vision_large_scale_training_November_2020.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2020/20201114_SageMaker_Fridays_Season_2_Episode_6_-_Computer_vision_large_scale_training_November_2020.html</guid>
      <pubDate>Sat, 14 Nov 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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    <item>
      <title><![CDATA[Devoxx Ukraine 2020. Getting started with Machine Learning on AWS. Julien Simon]]></title>
      <link>https://www.julien.org/youtube/2020/20201111_Devoxx_Ukraine_2020._Getting_started_with_Machine_Learning_on_AWS._Julien_Simon.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2020/20201111_Devoxx_Ukraine_2020._Getting_started_with_Machine_Learning_on_AWS._Julien_Simon.html</guid>
      <pubDate>Wed, 11 Nov 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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    <item>
      <title><![CDATA[SageMaker Fridays Season 2 Episode 5 - Natural language processing topic modeling November 2020]]></title>
      <link>https://www.julien.org/youtube/2020/20201109_SageMaker_Fridays_Season_2_Episode_5_-_Natural_language_processing_topic_modeling_November_2020.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2020/20201109_SageMaker_Fridays_Season_2_Episode_5_-_Natural_language_processing_topic_modeling_November_2020.html</guid>
      <pubDate>Mon, 09 Nov 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[SageMaker Fridays Season 2 Episode 4 - Credit Application Explainability October 2020]]></title>
      <link>https://www.julien.org/youtube/2020/20201031_SageMaker_Fridays_Season_2_Episode_4_-_Credit_Application_Explainability_October_2020.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2020/20201031_SageMaker_Fridays_Season_2_Episode_4_-_Credit_Application_Explainability_October_2020.html</guid>
      <pubDate>Sat, 31 Oct 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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    <item>
      <title><![CDATA[Devoxx Ukraine 2020 Day 2 Track 3]]></title>
      <link>https://www.julien.org/youtube/2020/20201027_Devoxx_Ukraine_2020_Day_2_Track_3.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2020/20201027_Devoxx_Ukraine_2020_Day_2_Track_3.html</guid>
      <pubDate>Tue, 27 Oct 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[SageMaker Fridays Season 2 Episode 3 - Fraud Detection October 2020]]></title>
      <link>https://www.julien.org/youtube/2020/20201024_SageMaker_Fridays_Season_2_Episode_3_-_Fraud_Detection_October_2020.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2020/20201024_SageMaker_Fridays_Season_2_Episode_3_-_Fraud_Detection_October_2020.html</guid>
      <pubDate>Sat, 24 Oct 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[SageMaker Fridays Season 2 Episode 2 - Demand Forecasting October 2020]]></title>
      <link>https://www.julien.org/youtube/2020/20201019_SageMaker_Fridays_Season_2_Episode_2_-_Demand_Forecasting_October_2020.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2020/20201019_SageMaker_Fridays_Season_2_Episode_2_-_Demand_Forecasting_October_2020.html</guid>
      <pubDate>Mon, 19 Oct 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[SageMaker Fridays Season 2 Episode 1 - Predictive Maintenance October 2020]]></title>
      <link>https://www.julien.org/youtube/2020/20201012_SageMaker_Fridays_Season_2_Episode_1_-_Predictive_Maintenance_October_2020.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2020/20201012_SageMaker_Fridays_Season_2_Episode_1_-_Predictive_Maintenance_October_2020.html</guid>
      <pubDate>Mon, 12 Oct 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Simplifying dataset preparation with Amazon SageMaker Processing October 2020]]></title>
      <link>https://www.julien.org/youtube/2020/20201012_Simplifying_dataset_preparation_with_Amazon_SageMaker_Processing_October_2020.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2020/20201012_Simplifying_dataset_preparation_with_Amazon_SageMaker_Processing_October_2020.html</guid>
      <pubDate>Mon, 12 Oct 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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    <item>
      <title><![CDATA[Preserving Developer Efficiency in the Adoption of New AI Hardware October 2020]]></title>
      <link>https://www.julien.org/youtube/2020/20201008_Preserving_Developer_Efficiency_in_the_Adoption_of_New_AI_Hardware_October_2020.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2020/20201008_Preserving_Developer_Efficiency_in_the_Adoption_of_New_AI_Hardware_October_2020.html</guid>
      <pubDate>Thu, 08 Oct 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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    <item>
      <title><![CDATA[Amazon SageMaker Continues to Lead the Way in Machine Learning and Announces up to 18% Lower Prices on GPU Instances]]></title>
      <link>https://www.julien.org/blog/aws-posts-and-images/2020-10-07_amazon-sagemaker-continues-to-lead-the-way-in-machine-learning-and-announces-up-to-18-lower-prices-on-gpu-instances/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-posts-and-images/2020-10-07_amazon-sagemaker-continues-to-lead-the-way-in-machine-learning-and-announces-up-to-18-lower-prices-on-gpu-instances/</guid>
      <pubDate>Wed, 07 Oct 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Since 2006, Amazon Web Services (AWS) has been helping millions of customers build and manage their IT workloads. From startups to large enterprises...]]></description>
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    <item>
      <title><![CDATA[Amazon Transcribe Now Supports Automatic Language Identification]]></title>
      <link>https://www.julien.org/blog/aws-posts-and-images/2020-09-15_amazon-transcribe-now-supports-automatic-language-identification/</link>
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      <pubDate>Tue, 15 Sep 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Update October 1, 2021 – This post has been edited to remove outdated S3 buckets.]]></description>
    </item>
    <item>
      <title><![CDATA[Win my book]]></title>
      <link>https://www.julien.org/youtube/2020/20200908_Win_my_book.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2020/20200908_Win_my_book.html</guid>
      <pubDate>Tue, 08 Sep 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Announcing My Book Learn Amazon SageMaker]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2020/2020-08-17_Announcing-my-book---Learn-Amazon-SageMaker-/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2020/2020-08-17_Announcing-my-book---Learn-Amazon-SageMaker-/</guid>
      <pubDate>Mon, 17 Aug 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Episode 20 of my podcast is online. As re:Invent is just a few hours away, it’s time to catch up with the November announcements on our AI/ML...]]></description>
    </item>
    <item>
      <title><![CDATA[Amazon ECS Now Supports EC2 Inf1 Instances]]></title>
      <link>https://www.julien.org/blog/aws-posts-and-images/2020-08-14_amazon-ecs-now-supports-ec2-inf1-instances/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-posts-and-images/2020-08-14_amazon-ecs-now-supports-ec2-inf1-instances/</guid>
      <pubDate>Fri, 14 Aug 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Update October 1, 2021 – This post has been edited to remove outdated S3 buckets.]]></description>
    </item>
    <item>
      <title><![CDATA[Amazon Translate now supports Office documents]]></title>
      <link>https://www.julien.org/blog/aws-posts-and-images/2020-07-29_amazon-translate-now-supports-office-documents/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-posts-and-images/2020-07-29_amazon-translate-now-supports-office-documents/</guid>
      <pubDate>Wed, 29 Jul 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[As machine learning and deep learning models become more sophisticated, hardware acceleration is increasingly required to deliver fast predictions at...]]></description>
    </item>
    <item>
      <title><![CDATA[New – Label Videos with Amazon SageMaker Ground Truth]]></title>
      <link>https://www.julien.org/blog/aws-posts-and-images/2020-07-09_new-label-videos-with-amazon-sagemaker-ground-truth/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-posts-and-images/2020-07-09_new-label-videos-with-amazon-sagemaker-ground-truth/</guid>
      <pubDate>Thu, 09 Jul 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Whether your organization is a multinational enterprise present in many countries, or a small startup hungry for global success, translating your...]]></description>
    </item>
    <item>
      <title><![CDATA[Building training and deploying machine learning models with Amazon SageMaker July 2020]]></title>
      <link>https://www.julien.org/youtube/2020/20200709_Building_training_and_deploying_machine_learning_models_with_Amazon_SageMaker_July_2020.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2020/20200709_Building_training_and_deploying_machine_learning_models_with_Amazon_SageMaker_July_2020.html</guid>
      <pubDate>Thu, 09 Jul 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Labeling video frames with Amazon SageMaker Ground Truth]]></title>
      <link>https://www.julien.org/youtube/2020/20200709_Labeling_video_frames_with_Amazon_SageMaker_Ground_Truth.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2020/20200709_Labeling_video_frames_with_Amazon_SageMaker_Ground_Truth.html</guid>
      <pubDate>Thu, 09 Jul 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[AWS AI ML Podcast - Episode 19 - AWS news]]></title>
      <link>https://www.julien.org/youtube/2020/20200624_AWS_AI_ML_Podcast_-_Episode_19_-_AWS_news.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2020/20200624_AWS_AI_ML_Podcast_-_Episode_19_-_AWS_news.html</guid>
      <pubDate>Wed, 24 Jun 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Deep Dive On TensorFlow Training With Amazon SageMaker And Amazon S3]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2020/2020-06-22_Deep-Dive-on-TensorFlow-training-with-Amazon-SageMaker-and-Amazon-S3/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2020/2020-06-22_Deep-Dive-on-TensorFlow-training-with-Amazon-SageMaker-and-Amazon-S3/</guid>
      <pubDate>Mon, 22 Jun 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[This is a guest post by Chaim Rand , Machine Learning Algorithm Developer at Mobileye . You can also read part 1 and part 3 for more!]]></description>
    </item>
    <item>
      <title><![CDATA[Amazon EKS Now Supports EC2 Inf1 Instances]]></title>
      <link>https://www.julien.org/blog/aws-posts-and-images/2020-06-15_amazon-eks-now-supports-ec2-inf1-instances/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-posts-and-images/2020-06-15_amazon-eks-now-supports-ec2-inf1-instances/</guid>
      <pubDate>Mon, 15 Jun 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Launched at AWS re:Invent 2018, Amazon Sagemaker Ground Truth is a capability of Amazon SageMaker that makes it easy to annotate machine learning...]]></description>
    </item>
    <item>
      <title><![CDATA[New – Label 3D Point Clouds with Amazon SageMaker Ground Truth]]></title>
      <link>https://www.julien.org/blog/aws-posts-and-images/2020-06-10_new-label-3d-point-clouds-with-amazon-sagemaker-ground-truth/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-posts-and-images/2020-06-10_new-label-3d-point-clouds-with-amazon-sagemaker-ground-truth/</guid>
      <pubDate>Wed, 10 Jun 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Launched at AWS re:Invent 2018, Amazon Sagemaker Ground Truth is a capability of Amazon SageMaker that makes it easy to annotate machine learning...]]></description>
    </item>
    <item>
      <title><![CDATA[Labeling 3D point clouds with Amazon SageMaker Ground Truth - part 1]]></title>
      <link>https://www.julien.org/youtube/2020/20200610_Labeling_3D_point_clouds_with_Amazon_SageMaker_Ground_Truth_-_part_1.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2020/20200610_Labeling_3D_point_clouds_with_Amazon_SageMaker_Ground_Truth_-_part_1.html</guid>
      <pubDate>Wed, 10 Jun 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Labeling 3D point clouds with Amazon SageMaker Ground Truth - part 2]]></title>
      <link>https://www.julien.org/youtube/2020/20200610_Labeling_3D_point_clouds_with_Amazon_SageMaker_Ground_Truth_-_part_2.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2020/20200610_Labeling_3D_point_clouds_with_Amazon_SageMaker_Ground_Truth_-_part_2.html</guid>
      <pubDate>Wed, 10 Jun 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Sharing notebooks with SageMaker Studio]]></title>
      <link>https://www.julien.org/youtube/2020/20200523_Sharing_notebooks_with_SageMaker_Studio.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2020/20200523_Sharing_notebooks_with_SageMaker_Studio.html</guid>
      <pubDate>Sat, 23 May 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[AWS AI ML Podcast - Episode 18 - AWS news]]></title>
      <link>https://www.julien.org/youtube/2020/20200522_AWS_AI_ML_Podcast_-_Episode_18_-_AWS_news.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2020/20200522_AWS_AI_ML_Podcast_-_Episode_18_-_AWS_news.html</guid>
      <pubDate>Fri, 22 May 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Reinventing Enterprise Search – Amazon Kendra is Now Generally Available]]></title>
      <link>https://www.julien.org/blog/aws-posts-and-images/2020-05-11_reinventing-enterprise-search-amazon-kendra-is-now-generally-available/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-posts-and-images/2020-05-11_reinventing-enterprise-search-amazon-kendra-is-now-generally-available/</guid>
      <pubDate>Mon, 11 May 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[At the end of 2019, we launched a preview version of Amazon Kendra , a highly accurate and easy to use enterprise search service powered by machine...]]></description>
    </item>
    <item>
      <title><![CDATA[AWS AI ML Podcast - Episode 17 - AWS news]]></title>
      <link>https://www.julien.org/youtube/2020/20200501_AWS_AI_ML_Podcast_-_Episode_17_-_AWS_news.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2020/20200501_AWS_AI_ML_Podcast_-_Episode_17_-_AWS_news.html</guid>
      <pubDate>Fri, 01 May 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Announcing availability of Inf1 instances in Amazon SageMaker for high performance and cost-effective machine learning inference]]></title>
      <link>https://www.julien.org/blog/aws-posts-and-images/2020-04-22_announcing-availability-of-inf1-instances-in-amazon-sagemaker-for-high-performance-and-cost-effective-machine-learning-inference/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-posts-and-images/2020-04-22_announcing-availability-of-inf1-instances-in-amazon-sagemaker-for-high-performance-and-cost-effective-machine-learning-inference/</guid>
      <pubDate>Wed, 22 Apr 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Amazon SageMaker is a fully managed service that provides every developer and data scientist with the ability to build, train, and deploy machine...]]></description>
    </item>
    <item>
      <title><![CDATA[Announcing TorchServe, An Open Source Model Server for PyTorch]]></title>
      <link>https://www.julien.org/blog/aws-posts-and-images/2020-04-21_announcing-torchserve-an-open-source-model-server-for-pytorch/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-posts-and-images/2020-04-21_announcing-torchserve-an-open-source-model-server-for-pytorch/</guid>
      <pubDate>Tue, 21 Apr 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[PyTorch is one of the most popular open source libraries for deep learning. Developers and researchers particularly enjoy the flexibility it gives...]]></description>
    </item>
    <item>
      <title><![CDATA[AWS AI Machine Learning Podcast - Episode 16 - AWS news]]></title>
      <link>https://www.julien.org/youtube/2020/20200420_AWS_AI_Machine_Learning_Podcast_-_Episode_16_-_AWS_news.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2020/20200420_AWS_AI_Machine_Learning_Podcast_-_Episode_16_-_AWS_news.html</guid>
      <pubDate>Mon, 20 Apr 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[AWS AI Machine Learning Podcast - Episode 15 - AWS news]]></title>
      <link>https://www.julien.org/youtube/2020/20200407_AWS_AI_Machine_Learning_Podcast_-_Episode_15_-_AWS_news.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2020/20200407_AWS_AI_Machine_Learning_Podcast_-_Episode_15_-_AWS_news.html</guid>
      <pubDate>Tue, 07 Apr 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[AWS DeepComposer – Now Generally Available With New Features]]></title>
      <link>https://www.julien.org/blog/aws-posts-and-images/2020-04-02_aws-deepcomposer-now-generally-available-with-new-features/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-posts-and-images/2020-04-02_aws-deepcomposer-now-generally-available-with-new-features/</guid>
      <pubDate>Thu, 02 Apr 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[AWS DeepComposer , a creative way to get started with machine learning, was launched in preview at AWS re:Invent 2019. Today, I’m extremely happy to...]]></description>
    </item>
    <item>
      <title><![CDATA[AWS DevDays 2020 - An Introduction to Deep Learning Theory and Use Cases]]></title>
      <link>https://www.julien.org/youtube/2020/20200326_AWS_DevDays_2020_-_An_Introduction_to_Deep_Learning_Theory_and_Use_Cases.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2020/20200326_AWS_DevDays_2020_-_An_Introduction_to_Deep_Learning_Theory_and_Use_Cases.html</guid>
      <pubDate>Thu, 26 Mar 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[AWS DevDays 2020 - Build Models Automatically with Amazon SageMaker]]></title>
      <link>https://www.julien.org/youtube/2020/20200326_AWS_DevDays_2020_-_Build_Models_Automatically_with_Amazon_SageMaker.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2020/20200326_AWS_DevDays_2020_-_Build_Models_Automatically_with_Amazon_SageMaker.html</guid>
      <pubDate>Thu, 26 Mar 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[AWS DevDays 2020 - Build Train and Deploy Models with Amazon SageMaker]]></title>
      <link>https://www.julien.org/youtube/2020/20200326_AWS_DevDays_2020_-_Build_Train_and_Deploy_Models_with_Amazon_SageMaker.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2020/20200326_AWS_DevDays_2020_-_Build_Train_and_Deploy_Models_with_Amazon_SageMaker.html</guid>
      <pubDate>Thu, 26 Mar 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[AWS DevDays 2020 - Deep Dive on Amazon SageMaker Debugger Amazon SageMaker Model Monitor]]></title>
      <link>https://www.julien.org/youtube/2020/20200326_AWS_DevDays_2020_-_Deep_Dive_on_Amazon_SageMaker_Debugger_Amazon_SageMaker_Model_Monitor.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2020/20200326_AWS_DevDays_2020_-_Deep_Dive_on_Amazon_SageMaker_Debugger_Amazon_SageMaker_Model_Monitor.html</guid>
      <pubDate>Thu, 26 Mar 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[AWS AI Machine Learning Podcast Episode 14]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2020/2020-03-20_AWS-AI---Machine-Learning-Podcast---Episode-14/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2020/2020-03-20_AWS-AI---Machine-Learning-Podcast---Episode-14/</guid>
      <pubDate>Fri, 20 Mar 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[In this episode, I go through our latest announcements on Amazon Forecast, Amazon Personalize, Amazon SageMaker Ground Truth, AWS Deep Learning AMIs,...]]></description>
    </item>
    <item>
      <title><![CDATA[AWS AI Machine Learning Podcast - Episode 14 - AWS news]]></title>
      <link>https://www.julien.org/youtube/2020/20200320_AWS_AI_Machine_Learning_Podcast_-_Episode_14_-_AWS_news.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2020/20200320_AWS_AI_Machine_Learning_Podcast_-_Episode_14_-_AWS_news.html</guid>
      <pubDate>Fri, 20 Mar 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Now Available: Amazon ElastiCache Global Datastore for Redis]]></title>
      <link>https://www.julien.org/blog/aws-posts-and-images/2020-03-16_now-available-amazon-elasticache-global-datastore-for-redis/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-posts-and-images/2020-03-16_now-available-amazon-elasticache-global-datastore-for-redis/</guid>
      <pubDate>Mon, 16 Mar 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[In-memory data stores are widely used for application scalability, and developers have long appreciated their benefits for storing frequently...]]></description>
    </item>
    <item>
      <title><![CDATA[Running Folding@home On Amazon EC2 Instances]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2020/2020-03-15_Running-Folding-home-on-Amazon-EC2-instances/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2020/2020-03-15_Running-Folding-home-on-Amazon-EC2-instances/</guid>
      <pubDate>Sun, 15 Mar 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Folding@home is a long running project focused on disease research using distributed computing, and they recently launched a number of projects...]]></description>
    </item>
    <item>
      <title><![CDATA[AWS AI Machine Learning Podcast Episode 13]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2020/2020-03-12_AWS-AI---Machine-Learning-Podcast---Episode-13/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2020/2020-03-12_AWS-AI---Machine-Learning-Podcast---Episode-13/</guid>
      <pubDate>Thu, 12 Mar 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[In this episode, I focus on Amazon Kendra , an enterprise search service powered by machine learning… but you don’t need any ML skills to set it up...]]></description>
    </item>
    <item>
      <title><![CDATA[AWS AI Machine Learning Podcast - Episode 13 - Amazon Kendra special]]></title>
      <link>https://www.julien.org/youtube/2020/20200311_AWS_AI_Machine_Learning_Podcast_-_Episode_13_-_Amazon_Kendra_special.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2020/20200311_AWS_AI_Machine_Learning_Podcast_-_Episode_13_-_Amazon_Kendra_special.html</guid>
      <pubDate>Wed, 11 Mar 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Deploying Amazon SageMaker models on AWS Fargate]]></title>
      <link>https://www.julien.org/youtube/2020/20200306_Deploying_Amazon_SageMaker_models_on_AWS_Fargate.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2020/20200306_Deploying_Amazon_SageMaker_models_on_AWS_Fargate.html</guid>
      <pubDate>Fri, 06 Mar 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[AWS AI Machine Learning Podcast Episode 12]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2020/2020-03-03_AWS-AI---Machine-Learning-Podcast---Episode-12/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2020/2020-03-03_AWS-AI---Machine-Learning-Podcast---Episode-12/</guid>
      <pubDate>Tue, 03 Mar 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[In this episode, I talk about XGBoost 1.0, a major milestone for this very popular algorithm. Then, I discuss the three options you have for running...]]></description>
    </item>
    <item>
      <title><![CDATA[AWS AI Machine Learning Podcast - Episode 12 - AWS news and demos]]></title>
      <link>https://www.julien.org/youtube/2020/20200303_AWS_AI_Machine_Learning_Podcast_-_Episode_12_-_AWS_news_and_demos.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2020/20200303_AWS_AI_Machine_Learning_Podcast_-_Episode_12_-_AWS_news_and_demos.html</guid>
      <pubDate>Tue, 03 Mar 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Amazon SageMaker Studio Deep Dive - AWS Online Tech Talks]]></title>
      <link>https://www.julien.org/youtube/2020/20200227_Amazon_SageMaker_Studio_Deep_Dive_-_AWS_Online_Tech_Talks.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2020/20200227_Amazon_SageMaker_Studio_Deep_Dive_-_AWS_Online_Tech_Talks.html</guid>
      <pubDate>Thu, 27 Feb 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Now available in Amazon Transcribe: Automatic Redaction of Personally Identifiable Information]]></title>
      <link>https://www.julien.org/blog/aws-posts-and-images/2020-02-26_now-available-in-amazon-transcribe-automatic-redaction-of-personally-identifiable-information/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-posts-and-images/2020-02-26_now-available-in-amazon-transcribe-automatic-redaction-of-personally-identifiable-information/</guid>
      <pubDate>Wed, 26 Feb 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Launched at AWS re:Invent 2017, Amazon Transcribe is an automatic speech recognition (ASR) service that makes it easy for AWS customers to add...]]></description>
    </item>
    <item>
      <title><![CDATA[Train With Amazon SageMaker On Your Local Machine]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2020/2020-02-26_Train-with-Amazon-SageMaker-on-your-local-machine/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2020/2020-02-26_Train-with-Amazon-SageMaker-on-your-local-machine/</guid>
      <pubDate>Wed, 26 Feb 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[In this video, I show you how to train on your local machine using SageMaker APIs. I use Jupyter, and this would also work with your preferred IDE...]]></description>
    </item>
    <item>
      <title><![CDATA[AWS AI Machine Learning Podcast Episode 11 XGBoost Special]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2020/2020-02-26_AWS-AI---Machine-Learning-Podcast---Episode-11--XGBoost-special/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2020/2020-02-26_AWS-AI---Machine-Learning-Podcast---Episode-11--XGBoost-special/</guid>
      <pubDate>Wed, 26 Feb 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[In this episode, I talk about XGBoost 1.0, a major milestone for this very popular algorithm. Then, I discuss the three options you have for running...]]></description>
    </item>
    <item>
      <title><![CDATA[Train with Amazon SageMaker on your local machine]]></title>
      <link>https://www.julien.org/youtube/2020/20200226_Train_with_Amazon_SageMaker_on_your_local_machine.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2020/20200226_Train_with_Amazon_SageMaker_on_your_local_machine.html</guid>
      <pubDate>Wed, 26 Feb 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[AWS AI Machine Learning Podcast - Episode 11 - XGBoost special]]></title>
      <link>https://www.julien.org/youtube/2020/20200224_AWS_AI_Machine_Learning_Podcast_-_Episode_11_-_XGBoost_special.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2020/20200224_AWS_AI_Machine_Learning_Podcast_-_Episode_11_-_XGBoost_special.html</guid>
      <pubDate>Mon, 24 Feb 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[AWS AI Machine Learning Podcast Episode 10]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2020/2020-02-18_AWS-AI---Machine-Learning-Podcast---Episode-10/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2020/2020-02-18_AWS-AI---Machine-Learning-Podcast---Episode-10/</guid>
      <pubDate>Tue, 18 Feb 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[In this episode, I cover new features on Amazon Personalize (recommendation & personalization), Amazon Polly (text to speech), and Apache MXNet (Deep...]]></description>
    </item>
    <item>
      <title><![CDATA[AWS AI Machine Learning Podcast - Episode 10 - AWS news and demos]]></title>
      <link>https://www.julien.org/youtube/2020/20200217_AWS_AI_Machine_Learning_Podcast_-_Episode_10_-_AWS_news_and_demos.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2020/20200217_AWS_AI_Machine_Learning_Podcast_-_Episode_10_-_AWS_news_and_demos.html</guid>
      <pubDate>Mon, 17 Feb 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Deploying Machine Learning Models With mlflow And Amazon SageMaker]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2020/2020-02-14_Deploying-Machine-Learning-Models-with-mlflow-and-Amazon-SageMaker/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2020/2020-02-14_Deploying-Machine-Learning-Models-with-mlflow-and-Amazon-SageMaker/</guid>
      <pubDate>Fri, 14 Feb 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[In this video, I first train an XGBoost model on my local machine (I use PyCharm), and visualize results in the mlflow UI. Then, I deploy the model...]]></description>
    </item>
    <item>
      <title><![CDATA[Deploying Machine Learning Models with mlflow and Amazon SageMaker]]></title>
      <link>https://julsimon.medium.com/deploying-machine-learning-models-with-mlflow-and-amazon-sagemaker</link>
      <guid isPermaLink="true">https://julsimon.medium.com/deploying-machine-learning-models-with-mlflow-and-amazon-sagemaker</guid>
      <pubDate>Fri, 14 Feb 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
    </item>
    <item>
      <title><![CDATA[Deploying Machine Learning Models with mlflow and Amazon SageMaker]]></title>
      <link>https://www.julien.org/youtube/2020/20200214_Deploying_Machine_Learning_Models_with_mlflow_and_Amazon_SageMaker.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2020/20200214_Deploying_Machine_Learning_Models_with_mlflow_and_Amazon_SageMaker.html</guid>
      <pubDate>Fri, 14 Feb 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Upcoming Webinar On Amazon SageMaker]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2020/2020-02-12_Upcoming-webinar-on-Amazon-SageMaker/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2020/2020-02-12_Upcoming-webinar-on-Amazon-SageMaker/</guid>
      <pubDate>Wed, 12 Feb 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[If you’re curious about Amazon SageMaker and its latest capabilities (model debugging, model monitoring, AutoML, etc.), please take a look at this...]]></description>
    </item>
    <item>
      <title><![CDATA[AWS AI Machine Learning Podcast Episode 9]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2020/2020-02-12_AWS-AI---Machine-Learning-Podcast---Episode-9/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2020/2020-02-12_AWS-AI---Machine-Learning-Podcast---Episode-9/</guid>
      <pubDate>Wed, 12 Feb 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[In this episode, I have a chat with Leo Souquet, a Data Scientist and the co-founder of the Data Science Tech Institute . DSTI trains Data Scientists...]]></description>
    </item>
    <item>
      <title><![CDATA[AWS AI Machine Learning Podcast - Episode 9]]></title>
      <link>https://www.julien.org/youtube/2020/20200211_AWS_AI_Machine_Learning_Podcast_-_Episode_9.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2020/20200211_AWS_AI_Machine_Learning_Podcast_-_Episode_9.html</guid>
      <pubDate>Tue, 11 Feb 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Automating Amazon SageMaker workflows with AWS Step Functions]]></title>
      <link>https://www.julien.org/youtube/2020/20200207_Automating_Amazon_SageMaker_workflows_with_AWS_Step_Functions.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2020/20200207_Automating_Amazon_SageMaker_workflows_with_AWS_Step_Functions.html</guid>
      <pubDate>Fri, 07 Feb 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[EC2 Price Reduction in the São Paulo Region (R5 and I3)]]></title>
      <link>https://www.julien.org/blog/aws-posts-and-images/2020-02-06_ec2-price-reduction-in-the-são-paulo-region-r5-and-i3/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-posts-and-images/2020-02-06_ec2-price-reduction-in-the-são-paulo-region-r5-and-i3/</guid>
      <pubDate>Thu, 06 Feb 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
    </item>
    <item>
      <title><![CDATA[AWS AI Machine Learning Podcast Episode 8]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2020/2020-02-03_AWS-AI---Machine-Learning-Podcast---Episode-8/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2020/2020-02-03_AWS-AI---Machine-Learning-Podcast---Episode-8/</guid>
      <pubDate>Mon, 03 Feb 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[In this episode, I have a chat with Ségolène Dessertine-Panhard, a Data Scientist with the AWS Machine Learning Solutions Lab . As she spends her...]]></description>
    </item>
    <item>
      <title><![CDATA[AWS AI Machine Learning Podcast - Episode 8]]></title>
      <link>https://www.julien.org/youtube/2020/20200203_AWS_AI_Machine_Learning_Podcast_-_Episode_8.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2020/20200203_AWS_AI_Machine_Learning_Podcast_-_Episode_8.html</guid>
      <pubDate>Mon, 03 Feb 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[End to end demo with Keras and Amazon SageMaker]]></title>
      <link>https://www.julien.org/youtube/2020/20200129_End_to_end_demo_with_Keras_and_Amazon_SageMaker.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2020/20200129_End_to_end_demo_with_Keras_and_Amazon_SageMaker.html</guid>
      <pubDate>Wed, 29 Jan 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Deep Graph Library Part 2 Training On Amazon SageMaker]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2020/2020-01-28_Deep-Graph-Library--part-2---Training-on-Amazon-SageMaker/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2020/2020-01-28_Deep-Graph-Library--part-2---Training-on-Amazon-SageMaker/</guid>
      <pubDate>Tue, 28 Jan 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[In a previous post , I showed you how to use the Deep Graph Library (DGL) to train a Graph Neural Network model on data stored in Amazon Neptune.]]></description>
    </item>
    <item>
      <title><![CDATA[Update on Amazon Linux AMI end-of-life]]></title>
      <link>https://www.julien.org/blog/aws-posts-and-images/2020-01-27_update-on-amazon-linux-ami-end-of-life/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-posts-and-images/2020-01-27_update-on-amazon-linux-ami-end-of-life/</guid>
      <pubDate>Mon, 27 Jan 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Update Jan 2, 2024 –The Amazon Linux AMI (also called Amazon Linux 1) reached its end of life on December 31, 2023. Amazon Linux AMI will no longer...]]></description>
    </item>
    <item>
      <title><![CDATA[AWS AI Machine Learning Podcast Episode 7]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2020/2020-01-27_AWS-AI---Machine-Learning-Podcast---Episode-7/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2020/2020-01-27_AWS-AI---Machine-Learning-Podcast---Episode-7/</guid>
      <pubDate>Mon, 27 Jan 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[In this episode, I have a chat with Francesco Pochetti, a Data Scientist who worked on Amazon Kindle for 4 years. He’s also an AWS Machine Learning...]]></description>
    </item>
    <item>
      <title><![CDATA[AWS AI Machine Learning Podcast - Episode 7]]></title>
      <link>https://www.julien.org/youtube/2020/20200127_AWS_AI_Machine_Learning_Podcast_-_Episode_7.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2020/20200127_AWS_AI_Machine_Learning_Podcast_-_Episode_7.html</guid>
      <pubDate>Mon, 27 Jan 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[End to end demo with AutoML on Amazon SageMaker]]></title>
      <link>https://www.julien.org/youtube/2020/20200122_End_to_end_demo_with_AutoML_on_Amazon_SageMaker.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2020/20200122_End_to_end_demo_with_AutoML_on_Amazon_SageMaker.html</guid>
      <pubDate>Wed, 22 Jan 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[AWS AI Machine Learning Podcast Episode 6]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2020/2020-01-20_AWS-AI---Machine-Learning-Podcast---Episode-6/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2020/2020-01-20_AWS-AI---Machine-Learning-Podcast---Episode-6/</guid>
      <pubDate>Mon, 20 Jan 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[In this episode, I have a chat with Cosmin Catalin Sanda, a Data Science Engineer for AudienceProject . We talk about real life ML, what it takes for...]]></description>
    </item>
    <item>
      <title><![CDATA[AWS AI Machine Learning Podcast - Episode 6]]></title>
      <link>https://www.julien.org/youtube/2020/20200119_AWS_AI_Machine_Learning_Podcast_-_Episode_6.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2020/20200119_AWS_AI_Machine_Learning_Podcast_-_Episode_6.html</guid>
      <pubDate>Sun, 19 Jan 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[AWS AI Machine Learning Podcast Episode 5]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2020/2020-01-14_AWS-AI---Machine-Learning-Podcast---Episode-5/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2020/2020-01-14_AWS-AI---Machine-Learning-Podcast---Episode-5/</guid>
      <pubDate>Tue, 14 Jan 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[In this episode, I talk about a couple of recent features, share some extra resources, and point you to a pretty cool computer vision demo.]]></description>
    </item>
    <item>
      <title><![CDATA[AWS AI Machine Learning Podcast - Episode 5]]></title>
      <link>https://www.julien.org/youtube/2020/20200113_AWS_AI_Machine_Learning_Podcast_-_Episode_5.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2020/20200113_AWS_AI_Machine_Learning_Podcast_-_Episode_5.html</guid>
      <pubDate>Mon, 13 Jan 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Running Detectron2 on AWS]]></title>
      <link>https://www.julien.org/youtube/2020/20200113_Running_Detectron2_on_AWS.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2020/20200113_Running_Detectron2_on_AWS.html</guid>
      <pubDate>Mon, 13 Jan 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Sagify an open source CLI for Amazon SageMaker]]></title>
      <link>https://www.julien.org/youtube/2020/20200110_Sagify_an_open_source_CLI_for_Amazon_SageMaker.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2020/20200110_Sagify_an_open_source_CLI_for_Amazon_SageMaker.html</guid>
      <pubDate>Fri, 10 Jan 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Model deployment scenarios on Amazon SageMaker]]></title>
      <link>https://www.julien.org/youtube/2020/20200108_Model_deployment_scenarios_on_Amazon_SageMaker.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2020/20200108_Model_deployment_scenarios_on_Amazon_SageMaker.html</guid>
      <pubDate>Wed, 08 Jan 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[AWS AI Machine Learning Podcast Episode 4]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2020/2020-01-06_AWS-AI---Machine-Learning-Podcast---Episode-4/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2020/2020-01-06_AWS-AI---Machine-Learning-Podcast---Episode-4/</guid>
      <pubDate>Mon, 06 Jan 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[In this episode, I talk about a couple of recent features, share some extra resources, and point you to a pretty cool computer vision demo.]]></description>
    </item>
    <item>
      <title><![CDATA[AWS AI Machine Learning Podcast - Episode 4]]></title>
      <link>https://www.julien.org/youtube/2020/20200105_AWS_AI_Machine_Learning_Podcast_-_Episode_4.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2020/20200105_AWS_AI_Machine_Learning_Podcast_-_Episode_4.html</guid>
      <pubDate>Sun, 05 Jan 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Scaling Machine Learning from 0 to millions of users October 2019]]></title>
      <link>https://www.julien.org/youtube/2020/20200102_Scaling_Machine_Learning_from_0_to_millions_of_users_October_2019.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2020/20200102_Scaling_Machine_Learning_from_0_to_millions_of_users_October_2019.html</guid>
      <pubDate>Thu, 02 Jan 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[A pragmatic introduction to natural language processing models October 2019]]></title>
      <link>https://www.julien.org/youtube/2020/20200101_A_pragmatic_introduction_to_natural_language_processing_models_October_2019.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2020/20200101_A_pragmatic_introduction_to_natural_language_processing_models_October_2019.html</guid>
      <pubDate>Wed, 01 Jan 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Advanced machine learning with Amazon SageMaker October 2018]]></title>
      <link>https://www.julien.org/youtube/2020/20200101_Advanced_machine_learning_with_Amazon_SageMaker_October_2018.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2020/20200101_Advanced_machine_learning_with_Amazon_SageMaker_October_2018.html</guid>
      <pubDate>Wed, 01 Jan 2020 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[AWS AI Machine Learning Podcast Episode 3]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2019/2019-12-31_AWS-AI---Machine-Learning-Podcast---Episode-3/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2019/2019-12-31_AWS-AI---Machine-Learning-Podcast---Episode-3/</guid>
      <pubDate>Tue, 31 Dec 2019 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[In this episode, I explain — in plain English — 26 Machine Learning and Deep Learning terms that you need to know. If you’re beginning with the...]]></description>
    </item>
    <item>
      <title><![CDATA[AWS AI Machine Learning Podcast Episode 2]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2019/2019-12-31_AWS-AI---Machine-Learning-Podcast---Episode-2/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2019/2019-12-31_AWS-AI---Machine-Learning-Podcast---Episode-2/</guid>
      <pubDate>Tue, 31 Dec 2019 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[In this episode, I focus on TensorFlow 2.0, the most popular open source library for Machine Learning. I explain in detail how it differs from...]]></description>
    </item>
    <item>
      <title><![CDATA[AWS AI Machine Learning Podcast - Episode 3 - Machine Learning from A to Z]]></title>
      <link>https://www.julien.org/youtube/2019/20191230_AWS_AI_Machine_Learning_Podcast_-_Episode_3_-_Machine_Learning_from_A_to_Z.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2019/20191230_AWS_AI_Machine_Learning_Podcast_-_Episode_3_-_Machine_Learning_from_A_to_Z.html</guid>
      <pubDate>Mon, 30 Dec 2019 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Welcome to my channel]]></title>
      <link>https://www.julien.org/youtube/2019/20191227_Welcome_to_my_channel.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2019/20191227_Welcome_to_my_channel.html</guid>
      <pubDate>Fri, 27 Dec 2019 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[AWS AI Machine Learning Podcast - Episode 2 - TensorFlow 2.0 special]]></title>
      <link>https://www.julien.org/youtube/2019/20191225_AWS_AI_Machine_Learning_Podcast_-_Episode_2_-_TensorFlow_2.0_special.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2019/20191225_AWS_AI_Machine_Learning_Podcast_-_Episode_2_-_TensorFlow_2.0_special.html</guid>
      <pubDate>Wed, 25 Dec 2019 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[AWS AI Machine Learning Podcast]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2019/2019-12-24_AWS-AI---Machine-Learning-Podcast/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2019/2019-12-24_AWS-AI---Machine-Learning-Podcast/</guid>
      <pubDate>Tue, 24 Dec 2019 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[In this episode, I focus on TensorFlow 2.0, the most popular open source library for Machine Learning. I explain in detail how it differs from...]]></description>
    </item>
    <item>
      <title><![CDATA[AWS AI Machine Learning Podcast - Episode 1]]></title>
      <link>https://www.julien.org/youtube/2019/20191223_AWS_AI_Machine_Learning_Podcast_-_Episode_1.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2019/20191223_AWS_AI_Machine_Learning_Podcast_-_Episode_1.html</guid>
      <pubDate>Mon, 23 Dec 2019 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[A Primer On Graph Neural Networks With Amazon Neptune And The Deep Graph Library]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2019/2019-12-22_A-primer-on-Graph-Neural-Networks-with-Amazon-Neptune-and-the-Deep-Graph-Library/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2019/2019-12-22_A-primer-on-Graph-Neural-Networks-with-Amazon-Neptune-and-the-Deep-Graph-Library/</guid>
      <pubDate>Sun, 22 Dec 2019 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[In this post, I’d like to introduce you to Graph Neural Networks (GNN), one of the most exciting developments in Machine Learning (ML) today. Indeed,...]]></description>
    </item>
    <item>
      <title><![CDATA[A primer on Graph Neural Networks with Amazon Neptune and the Deep Graph Library]]></title>
      <link>https://julsimon.medium.com/a-primer-on-graph-neural-networks-with-amazon-neptune-and-the-deep-graph-library</link>
      <guid isPermaLink="true">https://julsimon.medium.com/a-primer-on-graph-neural-networks-with-amazon-neptune-and-the-deep-graph-library</guid>
      <pubDate>Sun, 22 Dec 2019 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
    </item>
    <item>
      <title><![CDATA[An Introduction to Graph Convolutional Networks]]></title>
      <link>https://www.julien.org/youtube/2019/20191222_An_Introduction_to_Graph_Convolutional_Networks.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2019/20191222_An_Introduction_to_Graph_Convolutional_Networks.html</guid>
      <pubDate>Sun, 22 Dec 2019 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[A Quick Look At Amazon Textract]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2019/2019-12-19_A-quick-look-at-Amazon-Textract/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2019/2019-12-19_A-quick-look-at-Amazon-Textract/</guid>
      <pubDate>Thu, 19 Dec 2019 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Amazon Textract automatically extracts text and data from scanned documents, and goes beyond simple optical character recognition (OCR) to also...]]></description>
    </item>
    <item>
      <title><![CDATA[Annotating Image Datasets With Amazon SageMaker Ground Truth]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2019/2019-12-19_Annotating-Image-Datasets-with-Amazon-SageMaker-Ground-Truth/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2019/2019-12-19_Annotating-Image-Datasets-with-Amazon-SageMaker-Ground-Truth/</guid>
      <pubDate>Thu, 19 Dec 2019 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Launched at AWS re:Invent 2018, Amazon SageMaker Ground Truth helps you build highly accurate training datasets for machine learning quickly. It...]]></description>
    </item>
    <item>
      <title><![CDATA[Amazon Textract - Extracting text tables and forms from documents]]></title>
      <link>https://www.julien.org/youtube/2019/20191219_Amazon_Textract_-_Extracting_text_tables_and_forms_from_documents.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2019/20191219_Amazon_Textract_-_Extracting_text_tables_and_forms_from_documents.html</guid>
      <pubDate>Thu, 19 Dec 2019 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Amazon SageMaker Ground Truth - Creating a labeling job part2]]></title>
      <link>https://www.julien.org/youtube/2019/20191217_Amazon_SageMaker_Ground_Truth_-_Creating_a_labeling_job_part2.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2019/20191217_Amazon_SageMaker_Ground_Truth_-_Creating_a_labeling_job_part2.html</guid>
      <pubDate>Tue, 17 Dec 2019 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Amazon SageMaker Ground Truth - Creating a workforce part 1]]></title>
      <link>https://www.julien.org/youtube/2019/20191217_Amazon_SageMaker_Ground_Truth_-_Creating_a_workforce_part_1.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2019/20191217_Amazon_SageMaker_Ground_Truth_-_Creating_a_workforce_part_1.html</guid>
      <pubDate>Tue, 17 Dec 2019 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Amazon SageMaker Ground Truth - Labeling images part 3]]></title>
      <link>https://www.julien.org/youtube/2019/20191217_Amazon_SageMaker_Ground_Truth_-_Labeling_images_part_3.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2019/20191217_Amazon_SageMaker_Ground_Truth_-_Labeling_images_part_3.html</guid>
      <pubDate>Tue, 17 Dec 2019 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Amazon SageMaker Ground Truth - Using labeled images part 4]]></title>
      <link>https://www.julien.org/youtube/2019/20191217_Amazon_SageMaker_Ground_Truth_-_Using_labeled_images_part_4.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2019/20191217_Amazon_SageMaker_Ground_Truth_-_Using_labeled_images_part_4.html</guid>
      <pubDate>Tue, 17 Dec 2019 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Deep Learning hardware acceleration with AWS Inferentia]]></title>
      <link>https://www.julien.org/youtube/2019/20191216_Deep_Learning_hardware_acceleration_with_AWS_Inferentia.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2019/20191216_Deep_Learning_hardware_acceleration_with_AWS_Inferentia.html</guid>
      <pubDate>Mon, 16 Dec 2019 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[A First Look At AWS Inferentia]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2019/2019-12-14_A-first-look-at-AWS-Inferentia/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2019/2019-12-14_A-first-look-at-AWS-Inferentia/</guid>
      <pubDate>Sat, 14 Dec 2019 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Launched at AWS re:Invent 2018, Amazon SageMaker Ground Truth helps you build highly accurate training datasets for machine learning quickly. It...]]></description>
    </item>
    <item>
      <title><![CDATA[A first look at AWS Inferentia]]></title>
      <link>https://julsimon.medium.com/a-first-look-at-aws-inferentia</link>
      <guid isPermaLink="true">https://julsimon.medium.com/a-first-look-at-aws-inferentia</guid>
      <pubDate>Sat, 14 Dec 2019 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
    </item>
    <item>
      <title><![CDATA[Amazon SageMaker Studio - Amazon Elastic Inference]]></title>
      <link>https://www.julien.org/youtube/2019/20191213_Amazon_SageMaker_Studio_-_Amazon_Elastic_Inference.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2019/20191213_Amazon_SageMaker_Studio_-_Amazon_Elastic_Inference.html</guid>
      <pubDate>Fri, 13 Dec 2019 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[NEW Amazon SageMaker Studio - Debug Models with Amazon SageMaker Debugger]]></title>
      <link>https://www.julien.org/youtube/2019/20191213_NEW_Amazon_SageMaker_Studio_-_Debug_Models_with_Amazon_SageMaker_Debugger.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2019/20191213_NEW_Amazon_SageMaker_Studio_-_Debug_Models_with_Amazon_SageMaker_Debugger.html</guid>
      <pubDate>Fri, 13 Dec 2019 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Amazon SageMaker Studio - Managed Spot Training]]></title>
      <link>https://www.julien.org/youtube/2019/20191212_Amazon_SageMaker_Studio_-_Managed_Spot_Training.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2019/20191212_Amazon_SageMaker_Studio_-_Managed_Spot_Training.html</guid>
      <pubDate>Thu, 12 Dec 2019 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[AWS re:Invent 2019 AI/ML Recap Part 2 Amazon SageMaker]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2019/2019-12-11_AWS-re-Invent-2019---AI-ML-recap---Part-2--Amazon-SageMaker/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2019/2019-12-11_AWS-re-Invent-2019---AI-ML-recap---Part-2--Amazon-SageMaker/</guid>
      <pubDate>Wed, 11 Dec 2019 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[In a previous post , I introduced you to our new high-level services. Now let’s go down one layer and talk about the new capabilities added to Amazon...]]></description>
    </item>
    <item>
      <title><![CDATA[AWS re:Invent 2019 AI/ML Recap Part 1 AI Services]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2019/2019-12-11_AWS-re-Invent-2019---AI-ML-recap---Part-1--AI-Services/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2019/2019-12-11_AWS-re-Invent-2019---AI-ML-recap---Part-1--AI-Services/</guid>
      <pubDate>Wed, 11 Dec 2019 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Now that AWS re:Invent 2019 is over, I’d like to give you an overview of the AI services that we announced: Amazon Transcribe Medical, Amazon...]]></description>
    </item>
    <item>
      <title><![CDATA[AWS re:Invent 2019 AI/ML Recap Part 3 Frameworks Infrastructure]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2019/2019-12-11_AWS-re-Invent-2019---AI-ML-recap---Part-3--Frameworks---Infrastructure/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2019/2019-12-11_AWS-re-Invent-2019---AI-ML-recap---Part-3--Frameworks---Infrastructure/</guid>
      <pubDate>Wed, 11 Dec 2019 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[In the last two previous posts, I introduced you to our new high-level services , and to the new capabilities we added to Amazon SageMaker . Thought...]]></description>
    </item>
    <item>
      <title><![CDATA[Amazon SageMaker Studio - Deploying a model to an endpoint]]></title>
      <link>https://www.julien.org/youtube/2019/20191209_Amazon_SageMaker_Studio_-_Deploying_a_model_to_an_endpoint.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2019/20191209_Amazon_SageMaker_Studio_-_Deploying_a_model_to_an_endpoint.html</guid>
      <pubDate>Mon, 09 Dec 2019 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Using Script Mode with Amazon SageMaker]]></title>
      <link>https://www.julien.org/youtube/2019/20191209_Using_Script_Mode_with_Amazon_SageMaker.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2019/20191209_Using_Script_Mode_with_Amazon_SageMaker.html</guid>
      <pubDate>Mon, 09 Dec 2019 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[A Map For Machine Learning On AWS December 2019 Edition]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2019/2019-12-08_A-map-for-Machine-Learning-on-AWS--December-2019-edition-/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2019/2019-12-08_A-map-for-Machine-Learning-on-AWS--December-2019-edition-/</guid>
      <pubDate>Sun, 08 Dec 2019 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[About a year ago, I published maps for Machine Learning on AWS, which turned out to be extremely popular. Thanks for the vote of confidence!]]></description>
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    <item>
      <title><![CDATA[AWS DeepComposer part 1 - the keyboard]]></title>
      <link>https://www.julien.org/youtube/2019/20191207_AWS_DeepComposer_part_1_-_the_keyboard.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2019/20191207_AWS_DeepComposer_part_1_-_the_keyboard.html</guid>
      <pubDate>Sat, 07 Dec 2019 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[AWS DeepComposer part 2 - generating music]]></title>
      <link>https://www.julien.org/youtube/2019/20191207_AWS_DeepComposer_part_2_-_generating_music.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2019/20191207_AWS_DeepComposer_part_2_-_generating_music.html</guid>
      <pubDate>Sat, 07 Dec 2019 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Amazon SageMaker Studio - AutoML with Amazon SageMaker AutoPilot part 1]]></title>
      <link>https://www.julien.org/youtube/2019/20191206_Amazon_SageMaker_Studio_-_AutoML_with_Amazon_SageMaker_AutoPilot_part_1.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2019/20191206_Amazon_SageMaker_Studio_-_AutoML_with_Amazon_SageMaker_AutoPilot_part_1.html</guid>
      <pubDate>Fri, 06 Dec 2019 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Amazon SageMaker Studio - AutoML with Amazon SageMaker AutoPilot part 2]]></title>
      <link>https://www.julien.org/youtube/2019/20191206_Amazon_SageMaker_Studio_-_AutoML_with_Amazon_SageMaker_AutoPilot_part_2.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2019/20191206_Amazon_SageMaker_Studio_-_AutoML_with_Amazon_SageMaker_AutoPilot_part_2.html</guid>
      <pubDate>Fri, 06 Dec 2019 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Amazon SageMaker Studio - AutoML with Amazon SageMaker AutoPilot part 3]]></title>
      <link>https://www.julien.org/youtube/2019/20191206_Amazon_SageMaker_Studio_-_AutoML_with_Amazon_SageMaker_AutoPilot_part_3.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2019/20191206_Amazon_SageMaker_Studio_-_AutoML_with_Amazon_SageMaker_AutoPilot_part_3.html</guid>
      <pubDate>Fri, 06 Dec 2019 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Amazon SageMaker Studio - AutoML with Amazon SageMaker AutoPilot part 4]]></title>
      <link>https://www.julien.org/youtube/2019/20191206_Amazon_SageMaker_Studio_-_AutoML_with_Amazon_SageMaker_AutoPilot_part_4.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2019/20191206_Amazon_SageMaker_Studio_-_AutoML_with_Amazon_SageMaker_AutoPilot_part_4.html</guid>
      <pubDate>Fri, 06 Dec 2019 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Making Amazon SageMaker And TensorFlow Work For You]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2019/2019-12-04_Making-Amazon-SageMaker-and-TensorFlow-Work-for-You/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2019/2019-12-04_Making-Amazon-SageMaker-and-TensorFlow-Work-for-You/</guid>
      <pubDate>Wed, 04 Dec 2019 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[This is a guest post by Chaim Rand , Machine Learning Algorithm Developer at Mobileye . It builds upon the AIM410R session at AWS re:Invent 2019. You...]]></description>
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    <item>
      <title><![CDATA[Amazon SageMaker Studio: The First Fully Integrated Development Environment For Machine Learning]]></title>
      <link>https://www.julien.org/blog/aws-posts-and-images/2019-12-03_amazon-sagemaker-studio-the-first-fully-integrated-development-environment-for-machine-learning/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-posts-and-images/2019-12-03_amazon-sagemaker-studio-the-first-fully-integrated-development-environment-for-machine-learning/</guid>
      <pubDate>Tue, 03 Dec 2019 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Today, we’re extremely happy to launch Amazon SageMaker Studio, the first fully integrated development environment (IDE) for machine learning (ML).]]></description>
    </item>
    <item>
      <title><![CDATA[Amazon SageMaker Debugger – Debug Your Machine Learning Models]]></title>
      <link>https://www.julien.org/blog/aws-posts-and-images/2019-12-03_amazon-sagemaker-debugger-debug-your-machine-learning-models/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-posts-and-images/2019-12-03_amazon-sagemaker-debugger-debug-your-machine-learning-models/</guid>
      <pubDate>Tue, 03 Dec 2019 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Today, we’re extremely happy to announce Amazon SageMaker Debugger, a new capability of Amazon SageMaker that automatically identifies complex issues...]]></description>
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      <title><![CDATA[Amazon SageMaker Model Monitor – Fully Managed Automatic Monitoring For Your Machine Learning Models]]></title>
      <link>https://www.julien.org/blog/aws-posts-and-images/2019-12-03_amazon-sagemaker-model-monitor-fully-managed-automatic-monitoring-for-your-machine-learning-models/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-posts-and-images/2019-12-03_amazon-sagemaker-model-monitor-fully-managed-automatic-monitoring-for-your-machine-learning-models/</guid>
      <pubDate>Tue, 03 Dec 2019 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Today, we’re extremely happy to announce Amazon SageMaker Model Monitor, a new capability of Amazon SageMaker that automatically monitors machine...]]></description>
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      <title><![CDATA[Amazon SageMaker Processing – Fully Managed Data Processing and Model Evaluation]]></title>
      <link>https://www.julien.org/blog/aws-posts-and-images/2019-12-03_amazon-sagemaker-processing-fully-managed-data-processing-and-model-evaluation/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-posts-and-images/2019-12-03_amazon-sagemaker-processing-fully-managed-data-processing-and-model-evaluation/</guid>
      <pubDate>Tue, 03 Dec 2019 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Today, we’re extremely happy to launch Amazon SageMaker Processing, a new capability of Amazon SageMaker that lets you easily run your preprocessing,...]]></description>
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      <title><![CDATA[Amazon SageMaker Autopilot – Automatically Create High-Quality Machine Learning Models With Full Control And Visibility]]></title>
      <link>https://www.julien.org/blog/aws-posts-and-images/2019-12-03_amazon-sagemaker-autopilot-automatically-create-high-quality-machine-learning-models-with-full-control-and-visibility/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-posts-and-images/2019-12-03_amazon-sagemaker-autopilot-automatically-create-high-quality-machine-learning-models-with-full-control-and-visibility/</guid>
      <pubDate>Tue, 03 Dec 2019 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Update September 30, 2021 – This post has been edited to remove broken links.]]></description>
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      <title><![CDATA[Amazon SageMaker Experiments – Organize, Track And Compare Your Machine Learning Trainings]]></title>
      <link>https://www.julien.org/blog/aws-posts-and-images/2019-12-03_amazon-sagemaker-experiments-organize-track-and-compare-your-machine-learning-trainings/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-posts-and-images/2019-12-03_amazon-sagemaker-experiments-organize-track-and-compare-your-machine-learning-trainings/</guid>
      <pubDate>Tue, 03 Dec 2019 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Today, we’re extremely happy to announce Amazon SageMaker Experiments, a new capability of Amazon SageMaker that lets you organize, track, compare...]]></description>
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      <title><![CDATA[Now Available on Amazon SageMaker: The Deep Graph Library]]></title>
      <link>https://www.julien.org/blog/aws-posts-and-images/2019-12-03_now-available-on-amazon-sagemaker-the-deep-graph-library/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-posts-and-images/2019-12-03_now-available-on-amazon-sagemaker-the-deep-graph-library/</guid>
      <pubDate>Tue, 03 Dec 2019 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Today, we’re happy to announce that the Deep Graph Library , an open source library built for easy implementation of graph neural networks, is now...]]></description>
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      <title><![CDATA[Amazon Transcribe Medical – Real-Time Automatic Speech Recognition for Healthcare Customers]]></title>
      <link>https://www.julien.org/blog/aws-posts-and-images/2019-12-02_amazon-transcribe-medical-real-time-automatic-speech-recognition-for-healthcare-customers/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-posts-and-images/2019-12-02_amazon-transcribe-medical-real-time-automatic-speech-recognition-for-healthcare-customers/</guid>
      <pubDate>Mon, 02 Dec 2019 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[In 2017, we launched Amazon Transcribe , an automatic speech recognition service that makes it easy for developers to add speech-to-text capability...]]></description>
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      <title><![CDATA[AWS DeepComposer – Compose Music with Generative Machine Learning Models]]></title>
      <link>https://www.julien.org/blog/aws-posts-and-images/2019-12-02_aws-deepcomposer-compose-music-with-generative-machine-learning-models/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-posts-and-images/2019-12-02_aws-deepcomposer-compose-music-with-generative-machine-learning-models/</guid>
      <pubDate>Mon, 02 Dec 2019 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Today, we’re extremely happy to announce AWS DeepComposer , the world’s first musical keyboard combined with a generative AI service. Yes, you read...]]></description>
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      <title><![CDATA[AWS re:Invent 2019 Sunday Recap For AI/ML]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2019/2019-12-02_AWS-re-Invent-2019--Sund-recap-for-AI-ML/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2019/2019-12-02_AWS-re-Invent-2019--Sund-recap-for-AI-ML/</guid>
      <pubDate>Mon, 02 Dec 2019 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Here’s the first batch of announcements! Happy to answer questions here or on Twitter .]]></description>
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      <title><![CDATA[Amazon Transcribe Medical Demo]]></title>
      <link>https://www.julien.org/youtube/2019/20191202_Amazon_Transcribe_Medical_Demo.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2019/20191202_Amazon_Transcribe_Medical_Demo.html</guid>
      <pubDate>Mon, 02 Dec 2019 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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    <item>
      <title><![CDATA[Pre-Invent 2019 Time To Catch Up]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2019/2019-11-26_Pre-Invent-2019---Time-to-catch-up-/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2019/2019-11-26_Pre-Invent-2019---Time-to-catch-up-/</guid>
      <pubDate>Tue, 26 Nov 2019 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Here’s the first batch of announcements! Happy to answer questions here or on Twitter .]]></description>
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      <title><![CDATA[22 New Languages And Variants, 6 New Regions For Amazon Translate]]></title>
      <link>https://www.julien.org/blog/aws-posts-and-images/2019-11-25_22-new-languages-and-variants-6-new-regions-for-amazon-translate/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-posts-and-images/2019-11-25_22-new-languages-and-variants-6-new-regions-for-amazon-translate/</guid>
      <pubDate>Mon, 25 Nov 2019 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Just a few weeks ago, I told you about 7 new languages supported by Amazon Translate , our fully managed service for machine translation. Well, here...]]></description>
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      <title><![CDATA[AWS Systems Manager Explorer – A Multi-Account, Multi-Region Operations Dashboard]]></title>
      <link>https://www.julien.org/blog/aws-posts-and-images/2019-11-19_aws-systems-manager-explorer-a-multi-account-multi-region-operations-dashboard/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-posts-and-images/2019-11-19_aws-systems-manager-explorer-a-multi-account-multi-region-operations-dashboard/</guid>
      <pubDate>Tue, 19 Nov 2019 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Since 2006, Amazon Web Services has been striving to simplify IT infrastructure. Thanks to services like Amazon Elastic Compute Cloud (Amazon EC2) ,...]]></description>
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      <title><![CDATA[Now available: Batch Recommendations in Amazon Personalize]]></title>
      <link>https://www.julien.org/blog/aws-posts-and-images/2019-11-15_now-available-batch-recommendations-in-amazon-personalize/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-posts-and-images/2019-11-15_now-available-batch-recommendations-in-amazon-personalize/</guid>
      <pubDate>Fri, 15 Nov 2019 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Today, we’re very happy to announce that Amazon Personalize now supports batch recommendations.]]></description>
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      <title><![CDATA[Now Available: New C5d Instance Sizes and Bare Metal Instances]]></title>
      <link>https://www.julien.org/blog/aws-posts-and-images/2019-11-05_now-available-new-c5d-instance-sizes-and-bare-metal-instances/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-posts-and-images/2019-11-05_now-available-new-c5d-instance-sizes-and-bare-metal-instances/</guid>
      <pubDate>Tue, 05 Nov 2019 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Today, we’re very happy to announce that Amazon Personalize now supports batch recommendations.]]></description>
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    <item>
      <title><![CDATA[Julien Simon Scaling ML from 0 to millions of users]]></title>
      <link>https://www.julien.org/youtube/2019/20191022_Julien_Simon_Scaling_ML_from_0_to_millions_of_users.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2019/20191022_Julien_Simon_Scaling_ML_from_0_to_millions_of_users.html</guid>
      <pubDate>Tue, 22 Oct 2019 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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    <item>
      <title><![CDATA[Running BSD on AWS - Julien Simon Nicolas David]]></title>
      <link>https://www.julien.org/youtube/2019/20191016_Running_BSD_on_AWS_-_Julien_Simon_Nicolas_David.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2019/20191016_Running_BSD_on_AWS_-_Julien_Simon_Nicolas_David.html</guid>
      <pubDate>Wed, 16 Oct 2019 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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    <item>
      <title><![CDATA[Now Available: Bare Metal Arm-Based EC2 Instances]]></title>
      <link>https://www.julien.org/blog/aws-posts-and-images/2019-10-10_now-available-bare-metal-arm-based-ec2-instances/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-posts-and-images/2019-10-10_now-available-bare-metal-arm-based-ec2-instances/</guid>
      <pubDate>Thu, 10 Oct 2019 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[At AWS re:Invent 2018, we announced a new line of Amazon Elastic Compute Cloud (Amazon EC2) instances: the A1 family , powered by Arm-based AWS...]]></description>
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      <title><![CDATA[New M5n and R5n EC2 Instances, with up to 100 Gbps Networking]]></title>
      <link>https://www.julien.org/blog/aws-posts-and-images/2019-10-10_new-m5n-and-r5n-ec2-instances-with-up-to-100-gbps-networking/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-posts-and-images/2019-10-10_new-m5n-and-r5n-ec2-instances-with-up-to-100-gbps-networking/</guid>
      <pubDate>Thu, 10 Oct 2019 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[AWS customers build ever-demanding applications on Amazon EC2 . To support them the best we can, we listen to their requirements, go to work, and...]]></description>
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      <title><![CDATA[Now available in Amazon SageMaker: EC2 P3dn GPU Instances]]></title>
      <link>https://www.julien.org/blog/aws-posts-and-images/2019-10-07_now-available-in-amazon-sagemaker-ec2-p3dn-gpu-instances/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-posts-and-images/2019-10-07_now-available-in-amazon-sagemaker-ec2-p3dn-gpu-instances/</guid>
      <pubDate>Mon, 07 Oct 2019 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[In recent years, the meteoric rise of deep learning has made incredible applications possible, such as detecting skin cancer ( SkinVision ) and...]]></description>
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      <title><![CDATA[New languages for Amazon Translate: Greek, Hungarian, Romanian, Thai, Ukrainian, Urdu and Vietnamese]]></title>
      <link>https://www.julien.org/blog/aws-posts-and-images/2019-10-03_new-languages-for-amazon-translate-greek-hungarian-romanian-thai-ukrainian-urdu-and-vietnamese/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-posts-and-images/2019-10-03_new-languages-for-amazon-translate-greek-hungarian-romanian-thai-ukrainian-urdu-and-vietnamese/</guid>
      <pubDate>Thu, 03 Oct 2019 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Technical Evangelists travel quite a lot, and the number one question that we get from customers when presenting Amazon Translate is: “Is my native...]]></description>
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      <title><![CDATA[Introducing Batch Mode Processing for Amazon Comprehend Medical]]></title>
      <link>https://www.julien.org/blog/aws-posts-and-images/2019-09-24_introducing-batch-mode-processing-for-amazon-comprehend-medical/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-posts-and-images/2019-09-24_introducing-batch-mode-processing-for-amazon-comprehend-medical/</guid>
      <pubDate>Tue, 24 Sep 2019 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Launched at AWS re:Invent 2018, Amazon Comprehend Medical is a HIPAA-eligible natural language processing service that makes it easy to use machine...]]></description>
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    <item>
      <title><![CDATA[AWS Innovate Machine Learning AI Edition 2019]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2019/2019-09-16_AWS-Innovate---Machine-Learning---AI-Edition-2019/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2019/2019-09-16_AWS-Innovate---Machine-Learning---AI-Edition-2019/</guid>
      <pubDate>Mon, 16 Sep 2019 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[AWS Innovate is a free virtual event designed for developers, data scientists, IT professionals, and data engineers who are looking to bring new...]]></description>
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      <title><![CDATA[Managed Spot Training: Save Up to 90% On Your Amazon SageMaker Training Jobs]]></title>
      <link>https://www.julien.org/blog/aws-posts-and-images/2019-08-26_managed-spot-training-save-up-to-90-on-your-amazon-sagemaker-training-jobs/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-posts-and-images/2019-08-26_managed-spot-training-save-up-to-90-on-your-amazon-sagemaker-training-jobs/</guid>
      <pubDate>Mon, 26 Aug 2019 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Amazon SageMaker is a fully-managed, modular machine learning (ML) service that enables developers and data scientists to easily build, train, and...]]></description>
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      <title><![CDATA[Amazon Transcribe Now Supports Mandarin and Russian]]></title>
      <link>https://www.julien.org/blog/aws-posts-and-images/2019-08-23_amazon-transcribe-now-supports-mandarin-and-russian/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-posts-and-images/2019-08-23_amazon-transcribe-now-supports-mandarin-and-russian/</guid>
      <pubDate>Fri, 23 Aug 2019 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Update October 1, 2021 – This post has been edited to remove outdated S3 buckets and files.]]></description>
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      <title><![CDATA[A whirlwind tour of Amazon SageMaker July 2019]]></title>
      <link>https://www.julien.org/youtube/2019/20190802_A_whirlwind_tour_of_Amazon_SageMaker_July_2019.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2019/20190802_A_whirlwind_tour_of_Amazon_SageMaker_July_2019.html</guid>
      <pubDate>Fri, 02 Aug 2019 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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    <item>
      <title><![CDATA[An overview of Machine Learning services on AWS September 2018]]></title>
      <link>https://www.julien.org/youtube/2019/20190801_An_overview_of_Machine_Learning_services_on_AWS_September_2018.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2019/20190801_An_overview_of_Machine_Learning_services_on_AWS_September_2018.html</guid>
      <pubDate>Thu, 01 Aug 2019 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Amazon Polly Introduces Neural Text-To-Speech and Newscaster Style]]></title>
      <link>https://www.julien.org/blog/aws-posts-and-images/2019-07-30_amazon-polly-introduces-neural-text-to-speech-and-newscaster-style/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-posts-and-images/2019-07-30_amazon-polly-introduces-neural-text-to-speech-and-newscaster-style/</guid>
      <pubDate>Tue, 30 Jul 2019 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Update October 1, 2021 – This post has been edited to remove outdated S3 buckets and files.]]></description>
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      <title><![CDATA[A Whirlwind Tour Of Amazon SageMaker]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2019/2019-07-26_A-whirlwind-tour-of-Amazon-SageMaker/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2019/2019-07-26_A-whirlwind-tour-of-Amazon-SageMaker/</guid>
      <pubDate>Fri, 26 Jul 2019 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[AWS Innovate is a free virtual event designed for developers, data scientists, IT professionals, and data engineers who are looking to bring new...]]></description>
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      <title><![CDATA[Doctor Alice And Cloud Native Bob My Favorite Machine Learning Users]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2019/2019-07-20_Doctor-Alice-and-Cloud-Native-Bob--my-favorite-Machine-Learning-users/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2019/2019-07-20_Doctor-Alice-and-Cloud-Native-Bob--my-favorite-Machine-Learning-users/</guid>
      <pubDate>Sat, 20 Jul 2019 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Alice and Bob are great, which is just as well because I meet them everywhere I go! They’re passionate, hardworking people who try their best to...]]></description>
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      <title><![CDATA[Creez et deployez vos modeles de Machine Learning avec Amazon SageMaker]]></title>
      <link>https://www.julien.org/youtube/2019/20190711_Creez_et_deployez_vos_modeles_de_Machine_Learning_avec_Amazon_SageMaker.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2019/20190711_Creez_et_deployez_vos_modeles_de_Machine_Learning_avec_Amazon_SageMaker.html</guid>
      <pubDate>Thu, 11 Jul 2019 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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    <item>
      <title><![CDATA[Train and deploy Keras models with TensorFlow and Apache MXNet on Amazon SageMaker]]></title>
      <link>https://www.julien.org/blog/aws-posts-and-images/2019-06-21_train-and-deploy-keras-models-with-tensorflow-and-apache-mxnet-on-amazon-sagemaker/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-posts-and-images/2019-06-21_train-and-deploy-keras-models-with-tensorflow-and-apache-mxnet-on-amazon-sagemaker/</guid>
      <pubDate>Fri, 21 Jun 2019 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Update September 28, 2021 – Removed outdated S3 buckets from this post.]]></description>
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    <item>
      <title><![CDATA[Now Available: New C5 instance sizes and bare metal instances]]></title>
      <link>https://www.julien.org/blog/aws-posts-and-images/2019-06-18_now-available-new-c5-instance-sizes-and-bare-metal-instances/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-posts-and-images/2019-06-18_now-available-new-c5-instance-sizes-and-bare-metal-instances/</guid>
      <pubDate>Tue, 18 Jun 2019 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Amazon EC2 C5 instances are very popular for running compute-heavy workloads like batch processing, distributed analytics, high-performance...]]></description>
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    <item>
      <title><![CDATA[Amazon Personalize is Now Generally Available]]></title>
      <link>https://www.julien.org/blog/aws-posts-and-images/2019-06-10_amazon-personalize-is-now-generally-available/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-posts-and-images/2019-06-10_amazon-personalize-is-now-generally-available/</guid>
      <pubDate>Mon, 10 Jun 2019 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Amazon EC2 C5 instances are very popular for running compute-heavy workloads like batch processing, distributed analytics, high-performance...]]></description>
    </item>
    <item>
      <title><![CDATA[Video: What's In The AWS DeepRacer Box Really]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2019/2019-06-06_Video--what-s-in-the-AWS-DeepRacer-box--really-/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2019/2019-06-06_Video--what-s-in-the-AWS-DeepRacer-box--really-/</guid>
      <pubDate>Thu, 06 Jun 2019 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
    </item>
    <item>
      <title><![CDATA[AWS DeepRacer - set up and ready to go]]></title>
      <link>https://www.julien.org/youtube/2019/20190606_AWS_DeepRacer_-_set_up_and_ready_to_go.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2019/20190606_AWS_DeepRacer_-_set_up_and_ready_to_go.html</guid>
      <pubDate>Thu, 06 Jun 2019 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[AWS DeepRacer - what s in the box]]></title>
      <link>https://www.julien.org/youtube/2019/20190606_AWS_DeepRacer_-_what_s_in_the_box.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2019/20190606_AWS_DeepRacer_-_what_s_in_the_box.html</guid>
      <pubDate>Thu, 06 Jun 2019 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Mastering The Mystical Art Of Model Deployment Part 2 Deploying Amazon SageMaker Endpoints]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2019/2019-05-20_Mastering-the-mystical-art-of-model-deployment--part-2--deploying-Amazon-SageMaker-endpoints-with-/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2019/2019-05-20_Mastering-the-mystical-art-of-model-deployment--part-2--deploying-Amazon-SageMaker-endpoints-with-/</guid>
      <pubDate>Mon, 20 May 2019 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Curious about this fun little autonomous vehicle that we built to help you learn about Reinforcement Learning? Here’s what you need to know.]]></description>
    </item>
    <item>
      <title><![CDATA[Using A SageMaker XGBoost Model In Scikit-learn]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2019/2019-05-11_Using-a-SageMaker-XGBoost-model-in-scikit-learn/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2019/2019-05-11_Using-a-SageMaker-XGBoost-model-in-scikit-learn/</guid>
      <pubDate>Sat, 11 May 2019 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[This is a quick post answering a question I get a lot: “ how can I use in scikit-learn an XGBoost model that I trained on SageMaker? ”.]]></description>
    </item>
    <item>
      <title><![CDATA[Amazon SageMaker Ground Truth Keeps Simplifying Labeling Workflows]]></title>
      <link>https://www.julien.org/blog/aws-posts-and-images/2019-04-24_amazon-sagemaker-ground-truth-keeps-simplifying-labeling-workflows/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-posts-and-images/2019-04-24_amazon-sagemaker-ground-truth-keeps-simplifying-labeling-workflows/</guid>
      <pubDate>Wed, 24 Apr 2019 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Launched at AWS re:Invent 2018, Amazon SageMaker Ground Truth is a capability of Amazon SageMaker that makes it easy for customers to efficiently and...]]></description>
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    <item>
      <title><![CDATA[AWS EarthCube Deep learning demarrer avec MXNet et Tensorflow en 10 minutes]]></title>
      <link>https://www.julien.org/youtube/2019/20190410_AWS_EarthCube_Deep_learning_demarrer_avec_MXNet_et_Tensorflow_en_10_minutes.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2019/20190410_AWS_EarthCube_Deep_learning_demarrer_avec_MXNet_et_Tensorflow_en_10_minutes.html</guid>
      <pubDate>Wed, 10 Apr 2019 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[SageMaker ou comment utiliser mes frameworks de machine learning actuels]]></title>
      <link>https://www.julien.org/youtube/2019/20190410_SageMaker_ou_comment_utiliser_mes_frameworks_de_machine_learning_actuels.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2019/20190410_SageMaker_ou_comment_utiliser_mes_frameworks_de_machine_learning_actuels.html</guid>
      <pubDate>Wed, 10 Apr 2019 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Building and deploying Machine Learning models with Amazon SageMaker. Julien Simon]]></title>
      <link>https://www.julien.org/youtube/2019/20190319_Building_and_deploying_Machine_Learning_models_with_Amazon_SageMaker._Julien_Simon.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2019/20190319_Building_and_deploying_Machine_Learning_models_with_Amazon_SageMaker._Julien_Simon.html</guid>
      <pubDate>Tue, 19 Mar 2019 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Containers on AWS. Julien Simon]]></title>
      <link>https://www.julien.org/youtube/2019/20190319_Containers_on_AWS._Julien_Simon.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2019/20190319_Containers_on_AWS._Julien_Simon.html</guid>
      <pubDate>Tue, 19 Mar 2019 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Machine Learning on AWS. Julien Simon]]></title>
      <link>https://www.julien.org/youtube/2019/20190319_Machine_Learning_on_AWS._Julien_Simon.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2019/20190319_Machine_Learning_on_AWS._Julien_Simon.html</guid>
      <pubDate>Tue, 19 Mar 2019 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Scaling Machine Learning From 0 To Millions Of Users Part 2]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2019/2019-02-08_Scaling-Machine-Learning-from-0-to-millions-of-users---part-2/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2019/2019-02-08_Scaling-Machine-Learning-from-0-to-millions-of-users---part-2/</guid>
      <pubDate>Fri, 08 Feb 2019 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[In part 1 , we broke out of the laptop, and decided to deploy our prediction service on a virtual machine. By doing so, we discussed a few simple...]]></description>
    </item>
    <item>
      <title><![CDATA[Scaling Machine Learning From 0 To Millions Of Users Part 1]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2019/2019-01-29_Scaling-Machine-Learning-from-0-to-millions-of-users--part-1/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2019/2019-01-29_Scaling-Machine-Learning-from-0-to-millions-of-users--part-1/</guid>
      <pubDate>Tue, 29 Jan 2019 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[I suppose most Machine Learning (ML) models are conceived on a whiteboard or a napkin, and born on a laptop. As the fledgling creatures start...]]></description>
    </item>
    <item>
      <title><![CDATA[Thoughts On The Beta Alexa Skill Builder Certification]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2019/2019-01-28_Thoughts-on-the-beta-Alexa-Skill-Builder-certification/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2019/2019-01-28_Thoughts-on-the-beta-Alexa-Skill-Builder-certification/</guid>
      <pubDate>Mon, 28 Jan 2019 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Earlier this month, we announced a new AWS certification on Alexa skill development . As usual, the exam is first released a beta exam, which you can...]]></description>
    </item>
    <item>
      <title><![CDATA[Applying Machine Learning To AWS Services]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2019/2019-01-10_Applying-Machine-Learning-to-AWS-services/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2019/2019-01-10_Applying-Machine-Learning-to-AWS-services/</guid>
      <pubDate>Thu, 10 Jan 2019 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[When working with Machine Learning, one can quickly be overwhelmed with technicalities and lose track of the original purpose: how can we use past...]]></description>
    </item>
    <item>
      <title><![CDATA[Talk: An Overview Of Machine Learning Application Services]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-12-19_Talk--An-overview-of-Machine-Learning-Application-Services/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-12-19_Talk--An-overview-of-Machine-Learning-Application-Services/</guid>
      <pubDate>Wed, 19 Dec 2018 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Here’s a presentation I just did at the AWS Builders Days in Dublin. This is an overview of application services (Rekognition, Polly, etc.),...]]></description>
    </item>
    <item>
      <title><![CDATA[Julien Simon Amazon Machine Learning From notebook to Production with Amazon SageMaker]]></title>
      <link>https://www.julien.org/youtube/2018/20181218_Julien_Simon_Amazon_Machine_Learning_From_notebook_to_Production_with_Amazon_SageMaker.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2018/20181218_Julien_Simon_Amazon_Machine_Learning_From_notebook_to_Production_with_Amazon_SageMaker.html</guid>
      <pubDate>Tue, 18 Dec 2018 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[A Map For Machine Learning On AWS]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-12-14_A-map-for-Machine-Learning-on-AWS/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-12-14_A-map-for-Machine-Learning-on-AWS/</guid>
      <pubDate>Fri, 14 Dec 2018 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Here’s a presentation I just did at the AWS Builders Days in Dublin. This is an overview of application services (Rekognition, Polly, etc.),...]]></description>
    </item>
    <item>
      <title><![CDATA[A map for Machine Learning on AWS]]></title>
      <link>https://julsimon.medium.com/a-map-for-machine-learning-on-aws</link>
      <guid isPermaLink="true">https://julsimon.medium.com/a-map-for-machine-learning-on-aws</guid>
      <pubDate>Fri, 14 Dec 2018 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
    </item>
    <item>
      <title><![CDATA[Talk: From Notebook To Production With Amazon SageMaker]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-12-13_Talk--From-Notebook-to-Production-with-Amazon-SageMaker/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-12-13_Talk--From-Notebook-to-Production-with-Amazon-SageMaker/</guid>
      <pubDate>Thu, 13 Dec 2018 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Here’s a presentation I just did at the AWS Builders Days in London and Dublin. This includes all the latest SageMaker features announced at...]]></description>
    </item>
    <item>
      <title><![CDATA[Talk: An Introduction To Reinforcement Learning]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-12-13_Talk--An-Introduction-to-Reinforcement-Learning/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-12-13_Talk--An-Introduction-to-Reinforcement-Learning/</guid>
      <pubDate>Thu, 13 Dec 2018 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Here’s a presentation I just did at the AWS Builders Days in London and Dublin. This includes an introduction to RL as well as some examples running...]]></description>
    </item>
    <item>
      <title><![CDATA[Talk: New Machine Learning Services Announced At AWS re:Invent 2018]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-12-13_Talk--New-Machine-Learning-services-announced-at-AWS-re-Invent-2018/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-12-13_Talk--New-Machine-Learning-services-announced-at-AWS-re-Invent-2018/</guid>
      <pubDate>Thu, 13 Dec 2018 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Here’s a presentation I just did at the AWS Builders Days in London and Dublin. This covers Amazon Forecast, Amazon Personalize, the new Amazon...]]></description>
    </item>
    <item>
      <title><![CDATA[Talk: Improving Healthcare With AI]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-12-08_Talk--Improving-healthcare-with-AI/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-12-08_Talk--Improving-healthcare-with-AI/</guid>
      <pubDate>Sat, 08 Dec 2018 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Due to current events in Paris, the conference where I was supposed to deliver this talk has been postponed, and I decided to record it anyway.]]></description>
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    <item>
      <title><![CDATA[Improving healthcare with AI]]></title>
      <link>https://www.julien.org/youtube/2018/20181208_Improving_healthcare_with_AI.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2018/20181208_Improving_healthcare_with_AI.html</guid>
      <pubDate>Sat, 08 Dec 2018 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[AWS re:Invent 2018 AIM401R Deep Learning Applications Using TensorFlow]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-12-05_AWS-re-Invent-2018---AIM401R---Deep-Learning-Applications-Using-TensorFlow/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-12-05_AWS-re-Invent-2018---AIM401R---Deep-Learning-Applications-Using-TensorFlow/</guid>
      <pubDate>Wed, 05 Dec 2018 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Here are the video and slides for my TensorFlow / SageMaker breakout at re:Invent. This is a technical deep dive, featuring a long Keras demo (custom...]]></description>
    </item>
    <item>
      <title><![CDATA[AWS re:Invent 2018 AIM401R2 Deep Learning Applications Using TensorFlow Featuring Advanced]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-12-02_AWS-re-Invent-2018--AIM401R2--Deep-Learning-Applications-Using-TensorFlow--featuring-Advanced-/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-12-02_AWS-re-Invent-2018--AIM401R2--Deep-Learning-Applications-Using-TensorFlow--featuring-Advanced-/</guid>
      <pubDate>Sun, 02 Dec 2018 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Here are the video and slides for my TensorFlow / SageMaker breakout at re:Invent. Huge thanks to the attendees and to my co-speakers, Kevin Clifford...]]></description>
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    <item>
      <title><![CDATA[AWS re:Invent 2018 My Twitch Sessions]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-11-30_AWS-re-Invent-2018---My-Twitch-sessions/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-11-30_AWS-re-Invent-2018---My-Twitch-sessions/</guid>
      <pubDate>Fri, 30 Nov 2018 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Here are the four sessions I led on Twitch. You’ll find plenty more in this playlist .]]></description>
    </item>
    <item>
      <title><![CDATA[AWS re:Invent 2018 ENT321 Amazon SageMaker Workshop]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-11-30_AWS-re-Invent-2018---ENT321---Amazon-SageMaker-workshop/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-11-30_AWS-re-Invent-2018---ENT321---Amazon-SageMaker-workshop/</guid>
      <pubDate>Fri, 30 Nov 2018 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Here are the four sessions I led on Twitch. You’ll find plenty more in this playlist .]]></description>
    </item>
    <item>
      <title><![CDATA[AWS re:Invent AIM302 Machine Learning At The Edge]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-11-29_AWS-re-Invent---AIM302---Machine-Learning-at-the-Edge/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-11-29_AWS-re-Invent---AIM302---Machine-Learning-at-the-Edge/</guid>
      <pubDate>Thu, 29 Nov 2018 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
    </item>
    <item>
      <title><![CDATA[Thoughts On The Beta Machine Learning Certification]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-11-29_Thoughts-on-the-beta-Machine-Learning-certification/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-11-29_Thoughts-on-the-beta-Machine-Learning-certification/</guid>
      <pubDate>Thu, 29 Nov 2018 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[We recently announced a new certification, theAWS Certified Machine Learning Specialty. Right now, the exam is still in beta. I took it this morning...]]></description>
    </item>
    <item>
      <title><![CDATA[Amazon SageMaker Neo – Train Your Machine Learning Models Once, Run Them Anywhere]]></title>
      <link>https://www.julien.org/blog/aws-posts-and-images/2018-11-28_amazon-sagemaker-neo-train-your-machine-learning-models-once-run-them-anywhere/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-posts-and-images/2018-11-28_amazon-sagemaker-neo-train-your-machine-learning-models-once-run-them-anywhere/</guid>
      <pubDate>Wed, 28 Nov 2018 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Machine learning (ML) is split in two distinct phases: training and inference. Training deals with building the model, i.e. running a ML algorithm on...]]></description>
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    <item>
      <title><![CDATA[Amazon Personalize – Real-Time Personalization and Recommendation for Everyone]]></title>
      <link>https://www.julien.org/blog/aws-posts-and-images/2018-11-28_amazon-personalize-real-time-personalization-and-recommendation-for-everyone/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-posts-and-images/2018-11-28_amazon-personalize-real-time-personalization-and-recommendation-for-everyone/</guid>
      <pubDate>Wed, 28 Nov 2018 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Machine learning definitely offers a wide range of exciting topics to work on, but there’s nothing quite like personalization and recommendation.]]></description>
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    <item>
      <title><![CDATA[Amazon SageMaker RL – Managed Reinforcement Learning with Amazon SageMaker]]></title>
      <link>https://www.julien.org/blog/aws-posts-and-images/2018-11-28_amazon-sagemaker-rl-managed-reinforcement-learning-with-amazon-sagemaker/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-posts-and-images/2018-11-28_amazon-sagemaker-rl-managed-reinforcement-learning-with-amazon-sagemaker/</guid>
      <pubDate>Wed, 28 Nov 2018 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[In the last few years, machine learning (ML) has generated a lot of excitement. Indeed, from medical image analysis to self-driving trucks , the list...]]></description>
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    <item>
      <title><![CDATA[Amazon SageMaker Ground Truth – Build Highly Accurate Datasets and Reduce Labeling Costs by up to 70%]]></title>
      <link>https://www.julien.org/blog/aws-posts-and-images/2018-11-28_amazon-sagemaker-ground-truth-build-highly-accurate-datasets-and-reduce-labeling-costs-by-up-to-70/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-posts-and-images/2018-11-28_amazon-sagemaker-ground-truth-build-highly-accurate-datasets-and-reduce-labeling-costs-by-up-to-70/</guid>
      <pubDate>Wed, 28 Nov 2018 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[In 1959, Arthur Samuel defined machine learning as a “field of study that gives computers the ability to learn without being explicitly programmed”....]]></description>
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      <title><![CDATA[Amazon Elastic Inference – GPU-Powered Deep Learning Inference Acceleration]]></title>
      <link>https://www.julien.org/blog/aws-posts-and-images/2018-11-28_amazon-elastic-inference-gpu-powered-deep-learning-inference-acceleration/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-posts-and-images/2018-11-28_amazon-elastic-inference-gpu-powered-deep-learning-inference-acceleration/</guid>
      <pubDate>Wed, 28 Nov 2018 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[One of the reasons for the recent progress of Artificial Intelligence and Deep Learning is the fantastic computing capabilities of Graphics...]]></description>
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      <title><![CDATA[AWS re:Invent Machine Learning Recap Wednesday]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-11-28_AWS-re-Invent---Machine-Learning-recap--Wednesday-/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-11-28_AWS-re-Invent---Machine-Learning-recap--Wednesday-/</guid>
      <pubDate>Wed, 28 Nov 2018 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Keeping track of new service and feature launches at re:Invent is pretty challenging, so here’s a quick recap on what happened today during Andy’s...]]></description>
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      <title><![CDATA[AWS re:Invent Machine Learning Recap Monday Tuesday]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-11-28_AWS-re-Invent---Machine-Learning-recap--Monday---Tuesday-/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-11-28_AWS-re-Invent---Machine-Learning-recap--Monday---Tuesday-/</guid>
      <pubDate>Wed, 28 Nov 2018 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Keeping track of new service and feature launches at re:Invent is pretty challenging, so here’s a quick recap on what happened yesterday and today.]]></description>
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    <item>
      <title><![CDATA[Amazon Comprehend Medical – Natural Language Processing for Healthcare Customers]]></title>
      <link>https://www.julien.org/blog/aws-posts-and-images/2018-11-27_amazon-comprehend-medical-natural-language-processing-for-healthcare-customers/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-posts-and-images/2018-11-27_amazon-comprehend-medical-natural-language-processing-for-healthcare-customers/</guid>
      <pubDate>Tue, 27 Nov 2018 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[As the son of a Gastroenterologist and a Dermatologist, I grew up listening to arcane conversations involving a never-ending stream of complex...]]></description>
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      <title><![CDATA[Quick Tip: Converting Gluon Models To Symbolic Format]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-11-27_Quick-tip--converting-Gluon-models-to-symbolic-format/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-11-27_Quick-tip--converting-Gluon-models-to-symbolic-format/</guid>
      <pubDate>Tue, 27 Nov 2018 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[As discussed earlier , Gluon is an imperative API available on top of the symbolic API implemented by Apache MXNet .]]></description>
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      <title><![CDATA[Amazon EC2 C5n And P3dn More Network Bandwidth For Deep Learning]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-11-27_Amazon-EC2-c5n-and-p3dn--more-network-bandwidth-for-Deep-Learning/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-11-27_Amazon-EC2-c5n-and-p3dn--more-network-bandwidth-for-Deep-Learning/</guid>
      <pubDate>Tue, 27 Nov 2018 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Training a Deep Learning model isn’t only a compute intensive task: a lot of I/O is also required. Let’s see why.]]></description>
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      <title><![CDATA[Pre-Invent Catching Up On The Latest Machine Learning Announcements]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-11-24_pre-Invent---catching-up-on-the-latest-Machine-Learning-announcements/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-11-24_pre-Invent---catching-up-on-the-latest-Machine-Learning-announcements/</guid>
      <pubDate>Sat, 24 Nov 2018 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[AWS re:Invent is hours away. As you can imagine, plenty of new services and features will be announced in the next few days. Before the floodgates...]]></description>
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    <item>
      <title><![CDATA[A quick demo of live speech-to-text with Amazon Transcribe]]></title>
      <link>https://www.julien.org/youtube/2018/20181122_A_quick_demo_of_live_speech-to-text_with_Amazon_Transcribe.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2018/20181122_A_quick_demo_of_live_speech-to-text_with_Amazon_Transcribe.html</guid>
      <pubDate>Thu, 22 Nov 2018 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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    <item>
      <title><![CDATA[Deep Learning for Developers]]></title>
      <link>https://www.julien.org/youtube/2018/20181122_Deep_Learning_for_Developers.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2018/20181122_Deep_Learning_for_Developers.html</guid>
      <pubDate>Thu, 22 Nov 2018 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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    <item>
      <title><![CDATA[Innovation@amazon 2018 - Julien Simon Deep Learning on Amazon SageMaker]]></title>
      <link>https://www.julien.org/youtube/2018/20181119_Innovation@amazon_2018_-_Julien_Simon_Deep_Learning_on_Amazon_SageMaker.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2018/20181119_Innovation@amazon_2018_-_Julien_Simon_Deep_Learning_on_Amazon_SageMaker.html</guid>
      <pubDate>Mon, 19 Nov 2018 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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    <item>
      <title><![CDATA[Updated Talks On Machine Learning And Deep Learning]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-10-25_Updated-talks-on-Machine-Learning-and-Deep-Learning/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-10-25_Updated-talks-on-Machine-Learning-and-Deep-Learning/</guid>
      <pubDate>Thu, 25 Oct 2018 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[I’ve just spent a few days at the AWS Loft in Stockholm, where I delivered 5 talks on Machine Learning and Deep Learning. All of them have been...]]></description>
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      <title><![CDATA[Decouvrez l IA et le ML sur AWS pour les developpeurs - Startup Day Paris 2018]]></title>
      <link>https://www.julien.org/youtube/2018/20181007_Decouvrez_l_IA_et_le_ML_sur_AWS_pour_les_developpeurs_-_Startup_Day_Paris_2018.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2018/20181007_Decouvrez_l_IA_et_le_ML_sur_AWS_pour_les_developpeurs_-_Startup_Day_Paris_2018.html</guid>
      <pubDate>Sun, 07 Oct 2018 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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    <item>
      <title><![CDATA[MCE 2018 - Building Smart Applications with Amazon AI Julien Simon]]></title>
      <link>https://www.julien.org/youtube/2018/20181002_MCE_2018_-_Building_Smart_Applications_with_Amazon_AI_Julien_Simon.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2018/20181002_MCE_2018_-_Building_Smart_Applications_with_Amazon_AI_Julien_Simon.html</guid>
      <pubDate>Tue, 02 Oct 2018 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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    <item>
      <title><![CDATA[Keynote d ouverture - Dev Day Paris 2018]]></title>
      <link>https://www.julien.org/youtube/2018/20180916_Keynote_d_ouverture_-_Dev_Day_Paris_2018.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2018/20180916_Keynote_d_ouverture_-_Dev_Day_Paris_2018.html</guid>
      <pubDate>Sun, 16 Sep 2018 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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    <item>
      <title><![CDATA[SageMaker II - demos - Dev Day Paris 2018]]></title>
      <link>https://www.julien.org/youtube/2018/20180916_SageMaker_II_-_demos_-_Dev_Day_Paris_2018.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2018/20180916_SageMaker_II_-_demos_-_Dev_Day_Paris_2018.html</guid>
      <pubDate>Sun, 16 Sep 2018 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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    <item>
      <title><![CDATA[Deep Learning for Developers Julien Simon GOTO 2018]]></title>
      <link>https://www.julien.org/youtube/2018/20180823_Deep_Learning_for_Developers_Julien_Simon_GOTO_2018.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2018/20180823_Deep_Learning_for_Developers_Julien_Simon_GOTO_2018.html</guid>
      <pubDate>Thu, 23 Aug 2018 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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    <item>
      <title><![CDATA[SageMaker Is First And Foremost A SDK That You Can Use Independently]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-07-29_SageMaker-is-first-and-foremost-a-SDK-that-you-can-use-independently-/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-07-29_SageMaker-is-first-and-foremost-a-SDK-that-you-can-use-independently-/</guid>
      <pubDate>Sun, 29 Jul 2018 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[SageMaker is first and foremost a SDK that you can use independently. Notebook instances are just an optional (but convenient) way to experiment and...]]></description>
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    <item>
      <title><![CDATA[Mastering The Mystical Art Of Model Deployment]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-07-28_Mastering-the-mystical-art-of-model-deployment/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-07-28_Mastering-the-mystical-art-of-model-deployment/</guid>
      <pubDate>Sat, 28 Jul 2018 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[With all the talk about algorithm selection, hyper parameter optimization and so on, you could think that training models is the hardest part of the...]]></description>
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    <item>
      <title><![CDATA[Mastering the mystical art of model deployment]]></title>
      <link>https://julsimon.medium.com/mastering-the-mystical-art-of-model-deployment</link>
      <guid isPermaLink="true">https://julsimon.medium.com/mastering-the-mystical-art-of-model-deployment</guid>
      <pubDate>Sat, 28 Jul 2018 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
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    <item>
      <title><![CDATA[Transcribe Supports WAV And MP4 Files Not MP3]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-07-26_Transcribe-support--WAV-and--MP4-files--not--MP3--That-s-probably-it-/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-07-26_Transcribe-support--WAV-and--MP4-files--not--MP3--That-s-probably-it-/</guid>
      <pubDate>Thu, 26 Jul 2018 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Transcribe support .WAV and .MP4 files, not .MP3. That’s probably it.]]></description>
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      <title><![CDATA[Amazon SageMaker Summing Up 6 Months Of Customer Meetings]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-07-23_Amazon-SageMaker--summing-up-6-months-of-customer-meetings/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-07-23_Amazon-SageMaker--summing-up-6-months-of-customer-meetings/</guid>
      <pubDate>Mon, 23 Jul 2018 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Transcribe support .WAV and .MP4 files, not .MP3. That’s probably it.]]></description>
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      <title><![CDATA[Simplifiez et accelerer le Machine Learning avec Amazon Sagemaker - AWS Summit Paris 2018]]></title>
      <link>https://www.julien.org/youtube/2018/20180629_Simplifiez_et_accelerer_le_Machine_Learning_avec_Amazon_Sagemaker_-_AWS_Summit_Paris_2018.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2018/20180629_Simplifiez_et_accelerer_le_Machine_Learning_avec_Amazon_Sagemaker_-_AWS_Summit_Paris_2018.html</guid>
      <pubDate>Fri, 29 Jun 2018 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Build a movie recommender with factorization machines on Amazon SageMaker]]></title>
      <link>https://www.julien.org/blog/aws-posts-and-images/2018-06-18_build-a-movie-recommender-with-factorization-machines-on-amazon-sagemaker/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-posts-and-images/2018-06-18_build-a-movie-recommender-with-factorization-machines-on-amazon-sagemaker/</guid>
      <pubDate>Mon, 18 Jun 2018 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Recommendation is one of the most popular applications in machine learning (ML). In this blog post, I’ll show you how to build a movie recommendation...]]></description>
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      <title><![CDATA[Johnny Pi I Am Your Father Part 8 Reading Translating And More]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-06-07_Johnny-Pi--I-am-your-father---part-8--reading--translating-and-more-/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-06-07_Johnny-Pi--I-am-your-father---part-8--reading--translating-and-more-/</guid>
      <pubDate>Thu, 07 Jun 2018 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[It’s been a while since part 7 , where we added a custom Alexa skill to interact with our robot. Plenty has happened since then, so it’s time to...]]></description>
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      <title><![CDATA[Johnny Pi detects celebrities reads and translates text.]]></title>
      <link>https://www.julien.org/youtube/2018/20180607_Johnny_Pi_detects_celebrities_reads_and_translates_text..html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2018/20180607_Johnny_Pi_detects_celebrities_reads_and_translates_text..html</guid>
      <pubDate>Thu, 07 Jun 2018 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Training With PyTorch On Amazon SageMaker]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-06-04_Training-with-PyTorch-on-Amazon-SageMaker/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-06-04_Training-with-PyTorch-on-Amazon-SageMaker/</guid>
      <pubDate>Mon, 04 Jun 2018 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[PyTorch is a flexible open source framework for Deep Learning experimentation. In this post, you will learn how to train PyTorch jobs on Amazon...]]></description>
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      <title><![CDATA[Webinar: Using Apache Spark With Amazon SageMaker]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-06-03_Webinar--using-Apache-Spark-with-Amazon-SageMaker/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-06-03_Webinar--using-Apache-Spark-with-Amazon-SageMaker/</guid>
      <pubDate>Sun, 03 Jun 2018 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[I recently had the pleasure to deliver this online tech talk on combining two of my favorite tools: Spark for ETL and SageMaker for Machine Learning...]]></description>
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      <title><![CDATA[Talk: ML At The Edge AWS Summit Benelux]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-06-03_Talk--ML-at-the-Edge---AWS-Summit-Benelux/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-06-03_Talk--ML-at-the-Edge---AWS-Summit-Benelux/</guid>
      <pubDate>Sun, 03 Jun 2018 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[The AWS Summit Benelux took place a few days ago and I had the pleasure to give a talk on deploying Machine Learning at the Edge.]]></description>
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      <title><![CDATA[Training With Keras MXNet On Amazon SageMaker]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-06-02_Training-with-Keras-MXNet-on-Amazon-SageMaker/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-06-02_Training-with-Keras-MXNet-on-Amazon-SageMaker/</guid>
      <pubDate>Sat, 02 Jun 2018 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[The AWS Summit Benelux took place a few days ago and I had the pleasure to give a talk on deploying Machine Learning at the Edge.]]></description>
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    <item>
      <title><![CDATA[Apache MXNet As A Backend For Keras 2]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-06-01_Apache-MXNet-as-a-backend-for-Keras-2/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-06-01_Apache-MXNet-as-a-backend-for-Keras-2/</guid>
      <pubDate>Fri, 01 Jun 2018 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[As previously discussed , Apache MXNet is now available as a backend for Keras 2 , aka Keras-MXNet .]]></description>
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      <title><![CDATA[Gluon CV Add Image Classification Detection And Segmentation To Your Application In Minutes]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-06-01_Gluon-CV--add-image-classification--detection-and-segmentation-to-your-application-in-minutes/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-06-01_Gluon-CV--add-image-classification--detection-and-segmentation-to-your-application-in-minutes/</guid>
      <pubDate>Fri, 01 Jun 2018 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Apache MXNet is an open source library for Deep Learning, supporting both symbolic and imperative programming . The latter is implemented by the...]]></description>
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      <title><![CDATA[Gluon CV: add image classification, detection and segmentation to your application in minutes]]></title>
      <link>https://julsimon.medium.com/gluon-cv-add-image-classification-detection-and-segmentation-to-your-application-in-minutes</link>
      <guid isPermaLink="true">https://julsimon.medium.com/gluon-cv-add-image-classification-detection-and-segmentation-to-your-application-in-minutes</guid>
      <pubDate>Fri, 01 Jun 2018 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
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      <title><![CDATA[Deep Learning for Developers by Julien Simon]]></title>
      <link>https://www.julien.org/youtube/2018/20180530_Deep_Learning_for_Developers_by_Julien_Simon.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2018/20180530_Deep_Learning_for_Developers_by_Julien_Simon.html</guid>
      <pubDate>Wed, 30 May 2018 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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    <item>
      <title><![CDATA[Using Apache Spark with Amazon SageMaker - AWS Online Tech Talks]]></title>
      <link>https://www.julien.org/youtube/2018/20180529_Using_Apache_Spark_with_Amazon_SageMaker_-_AWS_Online_Tech_Talks.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2018/20180529_Using_Apache_Spark_with_Amazon_SageMaker_-_AWS_Online_Tech_Talks.html</guid>
      <pubDate>Tue, 29 May 2018 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Talks: Language Services And SageMaker AWS Summit London]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-05-24_Talks--Language-services-and-SageMaker---AWS-Summit-London/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-05-24_Talks--Language-services-and-SageMaker---AWS-Summit-London/</guid>
      <pubDate>Thu, 24 May 2018 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[The AWS Summit London took place a few days ago and I had the pleasure to give two talks on language services ( Amazon Polly , Amazon Translate ,...]]></description>
    </item>
    <item>
      <title><![CDATA[Ladies AI Night 14 May 2018]]></title>
      <link>https://www.julien.org/youtube/2018/20180524_Ladies_AI_Night_14_May_2018.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2018/20180524_Ladies_AI_Night_14_May_2018.html</guid>
      <pubDate>Thu, 24 May 2018 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Live video analysis with a Raspberry Pi and Amazon Rekognition Video]]></title>
      <link>https://www.julien.org/youtube/2018/20180524_Live_video_analysis_with_a_Raspberry_Pi_and_Amazon_Rekognition_Video.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2018/20180524_Live_video_analysis_with_a_Raspberry_Pi_and_Amazon_Rekognition_Video.html</guid>
      <pubDate>Thu, 24 May 2018 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Invoking a SageMaker model from a Lambda function]]></title>
      <link>https://www.julien.org/youtube/2018/20180518_Invoking_a_SageMaker_model_from_a_Lambda_function.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2018/20180518_Invoking_a_SageMaker_model_from_a_Lambda_function.html</guid>
      <pubDate>Fri, 18 May 2018 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Scheduling the training of a SageMaker model with a Lambda function]]></title>
      <link>https://www.julien.org/youtube/2018/20180518_Scheduling_the_training_of_a_SageMaker_model_with_a_Lambda_function.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2018/20180518_Scheduling_the_training_of_a_SageMaker_model_with_a_Lambda_function.html</guid>
      <pubDate>Fri, 18 May 2018 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Talks: Rekognition And SageMaker AWS Summit Stockholm]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-05-17_Talks--Rekognition-and-SageMaker---AWS-Summit-Stockholm/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-05-17_Talks--Rekognition-and-SageMaker---AWS-Summit-Stockholm/</guid>
      <pubDate>Thu, 17 May 2018 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[The AWS Summit Stockholm took place yesterday and I had the pleasure to give two talks on Amazon Rekognition and Amazon SageMaker . You’ll find the...]]></description>
    </item>
    <item>
      <title><![CDATA[Retraining SageMaker Models With Chalice And Serverless]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-05-14_Retraining-SageMaker-models-with-Chalice-and-Serverless/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-05-14_Retraining-SageMaker-models-with-Chalice-and-Serverless/</guid>
      <pubDate>Mon, 14 May 2018 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Amazon SageMaker makes it easy to train (and deploy) Machine Learning models at scale. Thanks to its Python SDK , developers can first experiment...]]></description>
    </item>
    <item>
      <title><![CDATA[Retraining SageMaker models with Chalice and Serverless]]></title>
      <link>https://julsimon.medium.com/retraining-sagemaker-models-with-chalice-and-serverless</link>
      <guid isPermaLink="true">https://julsimon.medium.com/retraining-sagemaker-models-with-chalice-and-serverless</guid>
      <pubDate>Mon, 14 May 2018 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
    </item>
    <item>
      <title><![CDATA[Talks: ML AWS Summit London]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-05-12_Talks--ML---AWS-Summit-London/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-05-12_Talks--ML---AWS-Summit-London/</guid>
      <pubDate>Sat, 12 May 2018 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Amazon SageMaker makes it easy to train (and deploy) Machine Learning models at scale. Thanks to its Python SDK , developers can first experiment...]]></description>
    </item>
    <item>
      <title><![CDATA[Deep Learning at the edge with AWS DeepLens - Julien Simon AWS]]></title>
      <link>https://www.julien.org/youtube/2018/20180509_Deep_Learning_at_the_edge_with_AWS_DeepLens_-_Julien_Simon_AWS.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2018/20180509_Deep_Learning_at_the_edge_with_AWS_DeepLens_-_Julien_Simon_AWS.html</guid>
      <pubDate>Wed, 09 May 2018 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Apache Spark And Amazon SageMaker The Infinity Gems Of Analytics]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-05-08_Apache-Spark-and-Amazon-SageMaker--the-Infinity-Gems-of-analytics/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-05-08_Apache-Spark-and-Amazon-SageMaker--the-Infinity-Gems-of-analytics/</guid>
      <pubDate>Tue, 08 May 2018 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[In a previous post, I showed you how to build a spam classifier by running PySpark on an Amazon SageMaker notebook instance.]]></description>
    </item>
    <item>
      <title><![CDATA[Podcast: Using Built-in Algos With Amazon SageMaker]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-05-07_Podcast--using-built-in-algos-with-Amazon-SageMaker/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-05-07_Podcast--using-built-in-algos-with-Amazon-SageMaker/</guid>
      <pubDate>Mon, 07 May 2018 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[A few weeks ago, I recorded an AWS podcast episode on the Amazon SageMaker built-in algos . It’s now live, I hope you’ll like it!]]></description>
    </item>
    <item>
      <title><![CDATA[Use pre-trained models with Apache MXNet]]></title>
      <link>https://www.julien.org/blog/aws-posts-and-images/2018-05-03_use-pre-trained-models-with-apache-mxnet/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-posts-and-images/2018-05-03_use-pre-trained-models-with-apache-mxnet/</guid>
      <pubDate>Thu, 03 May 2018 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Recommendation is one of the most popular applications in machine learning (ML). In this blog post, I’ll show you how to build a movie recommendation...]]></description>
    </item>
    <item>
      <title><![CDATA[Talks: AWS Dev Days Munich]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-05-03_Talks--AWS-Dev-Days-Munich/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-05-03_Talks--AWS-Dev-Days-Munich/</guid>
      <pubDate>Thu, 03 May 2018 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[A few weeks ago, I recorded an AWS podcast episode on the Amazon SageMaker built-in algos . It’s now live, I hope you’ll like it!]]></description>
    </item>
    <item>
      <title><![CDATA[Amazon AI Monthly April 2018]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-05-02_Amazon-AI-Monthly---April-2018/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-05-02_Amazon-AI-Monthly---April-2018/</guid>
      <pubDate>Wed, 02 May 2018 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[I recently had the pleasure to speak at the AWS Dev Day in Munich . I hope these three talks will help you find your way into Deep Learning and learn...]]></description>
    </item>
    <item>
      <title><![CDATA[A Quick Look At The Swish Activation Function In Apache MXNet 1.2]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-05-01_A-quick-look-at-the-Swish-activation-function-in-Apache-MXNet-1-2/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-05-01_A-quick-look-at-the-Swish-activation-function-in-Apache-MXNet-1-2/</guid>
      <pubDate>Tue, 01 May 2018 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[A recap of all things AI and Machine Learning that happened last month on AWS.]]></description>
    </item>
    <item>
      <title><![CDATA[Using Chalice To Serve SageMaker Predictions]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-04-26_Using-Chalice-to-serve-SageMaker-predictions/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-04-26_Using-Chalice-to-serve-SageMaker-predictions/</guid>
      <pubDate>Thu, 26 Apr 2018 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Amazon SageMaker makes it easy to train and deploy Machine Learning models hosted on HTTP endpoints. However, in most cases you won’t expose these...]]></description>
    </item>
    <item>
      <title><![CDATA[Building Your Smart Applications with Machine Learning on AWS AWS Webinar]]></title>
      <link>https://www.julien.org/youtube/2018/20180410_Building_Your_Smart_Applications_with_Machine_Learning_on_AWS_AWS_Webinar.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2018/20180410_Building_Your_Smart_Applications_with_Machine_Learning_on_AWS_AWS_Webinar.html</guid>
      <pubDate>Tue, 10 Apr 2018 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Webinar: How Machine Learning On AWS Can Transform Your Education Business]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-04-06_Webinar--How-Machine-Learning-on-AWS-Can-Transform-Your-Education-Business/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-04-06_Webinar--How-Machine-Learning-on-AWS-Can-Transform-Your-Education-Business/</guid>
      <pubDate>Fri, 06 Apr 2018 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Machine Learning is a hot topic in the education industry. In this webinar, you will learn how EdTechs and universities are using ML on AWS to...]]></description>
    </item>
    <item>
      <title><![CDATA[AWS Summit San Francisco AI/ML Recap]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-04-06_AWS-Summit-San-Francisco--AI-ML-recap/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-04-06_AWS-Summit-San-Francisco--AI-ML-recap/</guid>
      <pubDate>Fri, 06 Apr 2018 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Outside of re:Invent, the San Francisco summit is one of the bigger events when it comes to announcing AWS new services.]]></description>
    </item>
    <item>
      <title><![CDATA[Talk: Deep Learning At The Edge And AWS DeepLens]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-04-05_Talk--Deep-Learning-at-the-Edge-and-AWS-DeepLens/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-04-05_Talk--Deep-Learning-at-the-Edge-and-AWS-DeepLens/</guid>
      <pubDate>Thu, 05 Apr 2018 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Outside of re:Invent, the San Francisco summit is one of the bigger events when it comes to announcing AWS new services.]]></description>
    </item>
    <item>
      <title><![CDATA[Webinar: Building Your Smart Applications With Amazon AI]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-04-05_Webinar--Building-Your-Smart-Applications-with-Amazon-AI/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-04-05_Webinar--Building-Your-Smart-Applications-with-Amazon-AI/</guid>
      <pubDate>Thu, 05 Apr 2018 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[In this webinar, you will learn how to easily add Amazon AI services to your own applications. I’l show you how to access image and video analysis,...]]></description>
    </item>
    <item>
      <title><![CDATA[Talk: Speed Up Your Machine Learning Workflows With Built-In Algorithms]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-04-03_Talk--Speed-up-Your-Machine-Learning-Workflows-with-Built-In-Algorithms/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-04-03_Talk--Speed-up-Your-Machine-Learning-Workflows-with-Built-In-Algorithms/</guid>
      <pubDate>Tue, 03 Apr 2018 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[I recently had the pleasure to speak at the AWS Tel Aviv Summit. In this session, I’m focusing on the built-in algorithms available in Amazon...]]></description>
    </item>
    <item>
      <title><![CDATA[Talk: Machine Learning State Of The Union]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-04-03_Talk--Machine-Learning-State-of-the-Union/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-04-03_Talk--Machine-Learning-State-of-the-Union/</guid>
      <pubDate>Tue, 03 Apr 2018 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[I recently had the pleasure to speak at the AWS Tel Aviv Summit. This session will give you an up to date overview of Machine Learning services...]]></description>
    </item>
    <item>
      <title><![CDATA[How Machine Learning on AWS Can Transform Your Education Business AWS Webinar]]></title>
      <link>https://www.julien.org/youtube/2018/20180403_How_Machine_Learning_on_AWS_Can_Transform_Your_Education_Business_AWS_Webinar.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2018/20180403_How_Machine_Learning_on_AWS_Can_Transform_Your_Education_Business_AWS_Webinar.html</guid>
      <pubDate>Tue, 03 Apr 2018 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Amazon AI Monthly March 2018]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-04-02_Amazon-AI-Monthly---March-2018/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-04-02_Amazon-AI-Monthly---March-2018/</guid>
      <pubDate>Mon, 02 Apr 2018 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
    </item>
    <item>
      <title><![CDATA[15h00 Julien Simon AWS]]></title>
      <link>https://www.julien.org/youtube/2018/20180326_15h00_Julien_Simon_AWS.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2018/20180326_15h00_Julien_Simon_AWS.html</guid>
      <pubDate>Mon, 26 Mar 2018 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Webinar: Enabling Deep Learning In IoT Applications With Apache MXNet]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-03-24_Webinar--Enabling-Deep-Learning-in-IoT-applications-with-Apache-MXNet/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-03-24_Webinar--Enabling-Deep-Learning-in-IoT-applications-with-Apache-MXNet/</guid>
      <pubDate>Sat, 24 Mar 2018 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[A recap of all things Amazon AI that happened in March 2018.]]></description>
    </item>
    <item>
      <title><![CDATA[Enabling Deep Learning in IoT Applications with Apache MXNet - AWS Online Tech Talks]]></title>
      <link>https://www.julien.org/youtube/2018/20180324_Enabling_Deep_Learning_in_IoT_Applications_with_Apache_MXNet_-_AWS_Online_Tech_Talks.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2018/20180324_Enabling_Deep_Learning_in_IoT_Applications_with_Apache_MXNet_-_AWS_Online_Tech_Talks.html</guid>
      <pubDate>Sat, 24 Mar 2018 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Deep Learning for Developers - lecture by Julien Simon - Code Europe Autumn 2017]]></title>
      <link>https://www.julien.org/youtube/2018/20180319_Deep_Learning_for_Developers_-_lecture_by_Julien_Simon_-_Code_Europe_Autumn_2017.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2018/20180319_Deep_Learning_for_Developers_-_lecture_by_Julien_Simon_-_Code_Europe_Autumn_2017.html</guid>
      <pubDate>Mon, 19 Mar 2018 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Tumbling Down The SGD Rabbit Hole Part 2]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-03-17_Tumbling-down-the-SGD-rabbit-hole---part-2/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-03-17_Tumbling-down-the-SGD-rabbit-hole---part-2/</guid>
      <pubDate>Sat, 17 Mar 2018 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[A few months ago, I wrote a post explaining why Apache MXNet is a good choice for Deep Learning at the Edge .]]></description>
    </item>
    <item>
      <title><![CDATA[Tumbling Down The SGD Rabbit Hole Part 1]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-03-14_Tumbling-down-the-SGD-rabbit-hole---part-1/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-03-14_Tumbling-down-the-SGD-rabbit-hole---part-1/</guid>
      <pubDate>Wed, 14 Mar 2018 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[In the first part of this post, we studied the Stochastic Gradient Descent optimizer and discussed five problems that could hamper training of Deep...]]></description>
    </item>
    <item>
      <title><![CDATA[Amazon AI Monthly February 2018]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-03-03_Amazon-AI-Monthly---February-2018/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-03-03_Amazon-AI-Monthly---February-2018/</guid>
      <pubDate>Sat, 03 Mar 2018 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[As could be feared, my Deep Learning excursions have led me in increasingly strange places. Lately, I’ve become quite obsessed with optimizers, maybe...]]></description>
    </item>
    <item>
      <title><![CDATA[Paris container Day 2017 - Advanced container scheduling on Amazon ECS with Blox - Julien Simon AWS]]></title>
      <link>https://www.julien.org/youtube/2018/20180302_Paris_container_Day_2017_-_Advanced_container_scheduling_on_Amazon_ECS_with_Blox_-_Julien_Simon_AWS.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2018/20180302_Paris_container_Day_2017_-_Advanced_container_scheduling_on_Amazon_ECS_with_Blox_-_Julien_Simon_AWS.html</guid>
      <pubDate>Fri, 02 Mar 2018 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Tumbling down the Stochastic Gradient Descent rabbit hole (2-part series)]]></title>
      <link>https://julsimon.medium.com/tagged/stochastic-gradient-descent</link>
      <guid isPermaLink="true">https://julsimon.medium.com/tagged/stochastic-gradient-descent</guid>
      <pubDate>Thu, 01 Mar 2018 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
    </item>
    <item>
      <title><![CDATA[Les mardis du cloud - le Big Data]]></title>
      <link>https://www.julien.org/youtube/2018/20180227_Les_mardis_du_cloud_-_le_Big_Data.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2018/20180227_Les_mardis_du_cloud_-_le_Big_Data.html</guid>
      <pubDate>Tue, 27 Feb 2018 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Yet Another 10 Deep Learning Projects Based On Apache MXNet]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-02-25_Yet-another-10-Deep-Learning-projects-based-on-Apache-MXNet/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-02-25_Yet-another-10-Deep-Learning-projects-based-on-Apache-MXNet/</guid>
      <pubDate>Sun, 25 Feb 2018 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[A recap of all things Amazon AI that happened in February 2018.]]></description>
    </item>
    <item>
      <title><![CDATA[Speaker Lounge - Julien Simon Amazon Web Services]]></title>
      <link>https://www.julien.org/youtube/2018/20180221_Speaker_Lounge_-_Julien_Simon_Amazon_Web_Services.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2018/20180221_Speaker_Lounge_-_Julien_Simon_Amazon_Web_Services.html</guid>
      <pubDate>Wed, 21 Feb 2018 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Classifying Fashion MNIST With Gluon]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-02-20_Classifying-Fashion-MNIST-with-Gluon/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-02-20_Classifying-Fashion-MNIST-with-Gluon/</guid>
      <pubDate>Tue, 20 Feb 2018 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[In a previous post , we took a first look at the Gluon API , a high-level API for built on top of Apache MXNet .]]></description>
    </item>
    <item>
      <title><![CDATA[A chat about AWS Dev Days]]></title>
      <link>https://www.julien.org/youtube/2018/20180214_A_chat_about_AWS_Dev_Days.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2018/20180214_A_chat_about_AWS_Dev_Days.html</guid>
      <pubDate>Wed, 14 Feb 2018 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Deep Learning Videos From AWS Dev Days]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-02-08_Deep-Learning-videos-from-AWS-Dev-Days/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-02-08_Deep-Learning-videos-from-AWS-Dev-Days/</guid>
      <pubDate>Thu, 08 Feb 2018 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[In a previous post , we took a first look at the Gluon API , a high-level API for built on top of Apache MXNet .]]></description>
    </item>
    <item>
      <title><![CDATA[Gluon: Building Blocks For Your Deep Learning Universe]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-02-05_Gluon--building-blocks-for-your-Deep-Learning-universe/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-02-05_Gluon--building-blocks-for-your-Deep-Learning-universe/</guid>
      <pubDate>Mon, 05 Feb 2018 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Launched in October 2017 , Gluon is a new Open Source high-level API for Deep Learning developers. Right now, it’s available on top of Apache MXNet .]]></description>
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    <item>
      <title><![CDATA[Gluon: building blocks for your Deep Learning universe]]></title>
      <link>https://julsimon.medium.com/gluon-building-blocks-for-your-deep-learning-universe</link>
      <guid isPermaLink="true">https://julsimon.medium.com/gluon-building-blocks-for-your-deep-learning-universe</guid>
      <pubDate>Mon, 05 Feb 2018 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
    </item>
    <item>
      <title><![CDATA[Amazon AI Monthly January 2018]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-02-02_Amazon-AI-Monthly---January-2018/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-02-02_Amazon-AI-Monthly---January-2018/</guid>
      <pubDate>Fri, 02 Feb 2018 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Launched in October 2017 , Gluon is a new Open Source high-level API for Deep Learning developers. Right now, it’s available on top of Apache MXNet .]]></description>
    </item>
    <item>
      <title><![CDATA[Predicting World Temperature With Time Series And DeepAR On Amazon SageMaker]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-02-01_Predicting-world-temperature-with-time-series-and-DeepAR-on-Amazon-SageMaker/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-02-01_Predicting-world-temperature-with-time-series-and-DeepAR-on-Amazon-SageMaker/</guid>
      <pubDate>Thu, 01 Feb 2018 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[A recap of all things Amazon AI that happened in January 2018.]]></description>
    </item>
    <item>
      <title><![CDATA[Predicting world temperature with time series and DeepAR on Amazon SageMaker]]></title>
      <link>https://julsimon.medium.com/predicting-world-temperature-with-time-series-and-deepar-on-amazon-sagemaker</link>
      <guid isPermaLink="true">https://julsimon.medium.com/predicting-world-temperature-with-time-series-and-deepar-on-amazon-sagemaker</guid>
      <pubDate>Thu, 01 Feb 2018 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
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    <item>
      <title><![CDATA[Les mardis du cloud - special fondamentaux]]></title>
      <link>https://www.julien.org/youtube/2018/20180131_Les_mardis_du_cloud_-_special_fondamentaux.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2018/20180131_Les_mardis_du_cloud_-_special_fondamentaux.html</guid>
      <pubDate>Wed, 31 Jan 2018 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Building A Movie Recommender With Factorization Machines On Amazon SageMaker]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-01-29_Building-a-movie-recommender-with-Factorization-Machines-on-Amazon-SageMaker/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-01-29_Building-a-movie-recommender-with-Factorization-Machines-on-Amazon-SageMaker/</guid>
      <pubDate>Mon, 29 Jan 2018 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Recommendation is one of the most popular applications in Machine Learning. In this post, you will learn how to build a movie recommendation model...]]></description>
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    <item>
      <title><![CDATA[DEVit 2017 - - AI on a Pi]]></title>
      <link>https://www.julien.org/youtube/2018/20180129_DEVit_2017_-_-_AI_on_a_Pi.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2018/20180129_DEVit_2017_-_-_AI_on_a_Pi.html</guid>
      <pubDate>Mon, 29 Jan 2018 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Resurrecting A BrickLens]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-01-26_Resurrecting-a-BrickLens/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-01-26_Resurrecting-a-BrickLens/</guid>
      <pubDate>Fri, 26 Jan 2018 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Recommendation is one of the most popular applications in Machine Learning. In this post, you will learn how to build a movie recommendation model...]]></description>
    </item>
    <item>
      <title><![CDATA[Interview with NyTeknik Sweden at AWS re -Invent 2017]]></title>
      <link>https://www.julien.org/youtube/2018/20180123_Interview_with_NyTeknik_Sweden_at_AWS_re_-Invent_2017.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2018/20180123_Interview_with_NyTeknik_Sweden_at_AWS_re_-Invent_2017.html</guid>
      <pubDate>Tue, 23 Jan 2018 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Speeding up Apache MXNet using the NNPACK library]]></title>
      <link>https://www.julien.org/blog/aws-posts-and-images/2018-01-22_speeding-up-apache-mxnet-using-the-nnpack-library/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-posts-and-images/2018-01-22_speeding-up-apache-mxnet-using-the-nnpack-library/</guid>
      <pubDate>Mon, 22 Jan 2018 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[In this blog post, I’ll show you how to use multiple pre-trained models with Apache MXNet. Why would you want to try multiple models? Why not just...]]></description>
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    <item>
      <title><![CDATA[Options For Machine Translation On AWS]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-01-19_Options-for-Machine-Translation-on-AWS--/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-01-19_Options-for-Machine-Translation-on-AWS--/</guid>
      <pubDate>Fri, 19 Jan 2018 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[A unfortunate Linux kernel update has recently wreaked havoc on many DeepLens cameras. While some lucky users have been able to revert this update ,...]]></description>
    </item>
    <item>
      <title><![CDATA[Image Classification On Amazon SageMaker]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-01-16_Image-classification-on-Amazon-SageMaker/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-01-16_Image-classification-on-Amazon-SageMaker/</guid>
      <pubDate>Tue, 16 Jan 2018 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Here’s another question I got recently: “What are the different options for Machine Translation on AWS?”]]></description>
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    <item>
      <title><![CDATA[Image classification on Amazon SageMaker]]></title>
      <link>https://julsimon.medium.com/image-classification-on-amazon-sagemaker</link>
      <guid isPermaLink="true">https://julsimon.medium.com/image-classification-on-amazon-sagemaker</guid>
      <pubDate>Tue, 16 Jan 2018 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
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    <item>
      <title><![CDATA[Image classification with Amazon SageMaker]]></title>
      <link>https://www.julien.org/youtube/2018/20180116_Image_classification_with_Amazon_SageMaker.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2018/20180116_Image_classification_with_Amazon_SageMaker.html</guid>
      <pubDate>Tue, 16 Jan 2018 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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    <item>
      <title><![CDATA[10 Steps On The Road To Deep Learning Part 2]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-01-15_10-steps-on-the-road-to-Deep-Learning--part-2-/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-01-15_10-steps-on-the-road-to-Deep-Learning--part-2-/</guid>
      <pubDate>Mon, 15 Jan 2018 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[In the first part , I told you about the first five steps you could take to get started with Deep Learning (DL):]]></description>
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    <item>
      <title><![CDATA[10 Steps On The Road To Deep Learning Part 1]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-01-12_10-steps-on-the-road-to-Deep-Learning--part-1-/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-01-12_10-steps-on-the-road-to-Deep-Learning--part-1-/</guid>
      <pubDate>Fri, 12 Jan 2018 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[In the first part , I told you about the first five steps you could take to get started with Deep Learning (DL):]]></description>
    </item>
    <item>
      <title><![CDATA[Mixing Spark With SageMaker]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-01-11_Mixing-Spark-with-Sagemaker--/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-01-11_Mixing-Spark-with-Sagemaker--/</guid>
      <pubDate>Thu, 11 Jan 2018 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[One of the questions I often get after my talks is: “ I’m a developer. How can I get started with this stuff? ”. Here’s how I worked my way into Deep...]]></description>
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    <item>
      <title><![CDATA[Amazon AI Monthly December 2017]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-01-08_Amazon-AI-Monthly---December-2017/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2018/2018-01-08_Amazon-AI-Monthly---December-2017/</guid>
      <pubDate>Mon, 08 Jan 2018 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[This short post comes from a question asked by Manel Maragal (thanks!) on my YouTube channel . It’s a really good question and hopefully my answer...]]></description>
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    <item>
      <title><![CDATA[JavaDay UA 2017 - Machine Learning and AI in Java on AWS Julien Simon]]></title>
      <link>https://www.julien.org/youtube/2017/20171228_JavaDay_UA_2017_-_Machine_Learning_and_AI_in_Java_on_AWS_Julien_Simon.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2017/20171228_JavaDay_UA_2017_-_Machine_Learning_and_AI_in_Java_on_AWS_Julien_Simon.html</guid>
      <pubDate>Thu, 28 Dec 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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    <item>
      <title><![CDATA[Amazon AI: The Christmas Post]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2017/2017-12-23_Amazon-AI--the-Christmas-post/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2017/2017-12-23_Amazon-AI--the-Christmas-post/</guid>
      <pubDate>Sat, 23 Dec 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[From now on, you’ll get every month a video recap of all things Amazon AI: new features, cool blog posts, new customer stories.]]></description>
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      <title><![CDATA[Optimizing Apache MXNet Models For DeepLens On Amazon SageMaker]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2017/2017-12-22_Optimizing-Apache-MXNet-models-for-DeepLens-on-Amazon-SageMaker/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2017/2017-12-22_Optimizing-Apache-MXNet-models-for-DeepLens-on-Amazon-SageMaker/</guid>
      <pubDate>Fri, 22 Dec 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[In a previous post , we explored how Apache MXNet models are in fact optimized for AWS DeepLens thanks to the Intel Deep Learning Inference Engine .]]></description>
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    <item>
      <title><![CDATA[A Quick Look At Machine Translation With Amazon Translate]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2017/2017-12-21_A-quick-look-at-Machine-Translation-with-Amazon-Translate/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2017/2017-12-21_A-quick-look-at-Machine-Translation-with-Amazon-Translate/</guid>
      <pubDate>Thu, 21 Dec 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Amazon Translate is a new service announced at AWS re:Invent 2017. At the time of writing, it is available in preview . Please consider joining it...]]></description>
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    <item>
      <title><![CDATA[A Quick Look At Natural Language Processing With Amazon Comprehend]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2017/2017-12-20_A-quick-look-at-Natural-Language-Processing-with-Amazon-Comprehend/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2017/2017-12-20_A-quick-look-at-Natural-Language-Processing-with-Amazon-Comprehend/</guid>
      <pubDate>Wed, 20 Dec 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Amazon Comprehend is a new service announced at AWS re:Invent 2017. At the time of writing, it is available in the US (Virginia, Ohio, Oregon) and in...]]></description>
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    <item>
      <title><![CDATA[Exploring AWS DeepLens]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2017/2017-12-19_Exploring--ahem--AWS-DeepLens/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2017/2017-12-19_Exploring--ahem--AWS-DeepLens/</guid>
      <pubDate>Tue, 19 Dec 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Amazon Comprehend is a new service announced at AWS re:Invent 2017. At the time of writing, it is available in the US (Virginia, Ohio, Oregon) and in...]]></description>
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      <title><![CDATA[A Quick Look At Automatic Speech Recognition With Amazon Transcribe]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2017/2017-12-19_A-quick-look-at-Automatic-Speech-Recognition-with-Amazon-Transcribe/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2017/2017-12-19_A-quick-look-at-Automatic-Speech-Recognition-with-Amazon-Transcribe/</guid>
      <pubDate>Tue, 19 Dec 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Amazon Transcribe is a new service announced at AWS re:Invent 2017.]]></description>
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      <title><![CDATA[Building A Spam Classifier PySpark MLLib Vs SageMaker XGBoost]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2017/2017-12-18_Building-a-spam-classifier--PySpark-MLLib-vs-SageMaker-XGBoost/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2017/2017-12-18_Building-a-spam-classifier--PySpark-MLLib-vs-SageMaker-XGBoost/</guid>
      <pubDate>Mon, 18 Dec 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Amazon Transcribe is a new service announced at AWS re:Invent 2017.]]></description>
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      <title><![CDATA[Machine Learning de bout en bout avec Amazon SageMaker]]></title>
      <link>https://www.julien.org/youtube/2017/20171216_Machine_Learning_de_bout_en_bout_avec_Amazon_SageMaker.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2017/20171216_Machine_Learning_de_bout_en_bout_avec_Amazon_SageMaker.html</guid>
      <pubDate>Sat, 16 Dec 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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    <item>
      <title><![CDATA[Nouveautes AWS Machine et Deep Learning 2017]]></title>
      <link>https://www.julien.org/youtube/2017/20171216_Nouveautes_AWS_Machine_et_Deep_Learning_2017.html</link>
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      <pubDate>Sat, 16 Dec 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Piloter un robot par la voix sur le Cloud AWS]]></title>
      <link>https://www.julien.org/youtube/2017/20171215_Piloter_un_robot_par_la_voix_sur_le_Cloud_AWS.html</link>
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      <pubDate>Fri, 15 Dec 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Reconnaissance d images sur le Cloud AWS avec Apache MXNet]]></title>
      <link>https://www.julien.org/youtube/2017/20171215_Reconnaissance_d_images_sur_le_Cloud_AWS_avec_Apache_MXNet.html</link>
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      <pubDate>Fri, 15 Dec 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Apache MXNet sur le Cloud AWS en demos]]></title>
      <link>https://www.julien.org/youtube/2017/20171214_Apache_MXNet_sur_le_Cloud_AWS_en_demos.html</link>
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      <pubDate>Thu, 14 Dec 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Decouverte du Deep Learning sur le Cloud AWS]]></title>
      <link>https://www.julien.org/youtube/2017/20171214_Decouverte_du_Deep_Learning_sur_le_Cloud_AWS.html</link>
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      <pubDate>Thu, 14 Dec 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Hadoop sur Amazon EMR en demos]]></title>
      <link>https://www.julien.org/youtube/2017/20171213_Hadoop_sur_Amazon_EMR_en_demos.html</link>
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      <pubDate>Wed, 13 Dec 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Machine Learning sur Hadoop - concepts et outils]]></title>
      <link>https://www.julien.org/youtube/2017/20171213_Machine_Learning_sur_Hadoop_-_concepts_et_outils.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2017/20171213_Machine_Learning_sur_Hadoop_-_concepts_et_outils.html</guid>
      <pubDate>Wed, 13 Dec 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Amazon Machine Learning en demos]]></title>
      <link>https://www.julien.org/youtube/2017/20171212_Amazon_Machine_Learning_en_demos.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2017/20171212_Amazon_Machine_Learning_en_demos.html</guid>
      <pubDate>Tue, 12 Dec 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Decouverte du Machine Learning sur le Cloud AWS]]></title>
      <link>https://www.julien.org/youtube/2017/20171212_Decouverte_du_Machine_Learning_sur_le_Cloud_AWS.html</link>
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      <pubDate>Tue, 12 Dec 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Choisir sa base de donnees sur AWS]]></title>
      <link>https://www.julien.org/youtube/2017/20171208_Choisir_sa_base_de_donnees_sur_AWS.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2017/20171208_Choisir_sa_base_de_donnees_sur_AWS.html</guid>
      <pubDate>Fri, 08 Dec 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[L Intelligence Artificielle en Java et Scala sur AWS]]></title>
      <link>https://www.julien.org/youtube/2017/20171208_L_Intelligence_Artificielle_en_Java_et_Scala_sur_AWS.html</link>
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      <pubDate>Fri, 08 Dec 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Amazon SageMaker]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2017/2017-11-30_Amazon-SageMaker/</link>
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      <pubDate>Thu, 30 Nov 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[In this article, I will first show you how to build a spam classifier using Apache Spark , its Python API (aka PySpark) and a variety of Machine...]]></description>
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    <item>
      <title><![CDATA[An overview of Amazon SageMaker November 2017]]></title>
      <link>https://www.julien.org/youtube/2017/20171130_An_overview_of_Amazon_SageMaker_November_2017.html</link>
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      <pubDate>Thu, 30 Nov 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Construisez des modeles de Deep Learning avec Apache MXNet et Python]]></title>
      <link>https://www.julien.org/youtube/2017/20171124_Construisez_des_modeles_de_Deep_Learning_avec_Apache_MXNet_et_Python.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2017/20171124_Construisez_des_modeles_de_Deep_Learning_avec_Apache_MXNet_et_Python.html</guid>
      <pubDate>Fri, 24 Nov 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Speeding Up Apache MXNet Part 3 Let's Smash It With C5 And Intel MKL]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2017/2017-11-17_Speeding-up-Apache-MXNet--part-3--let-s-smash-it-with-C5-and-Intel-MKL/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2017/2017-11-17_Speeding-up-Apache-MXNet--part-3--let-s-smash-it-with-C5-and-Intel-MKL/</guid>
      <pubDate>Fri, 17 Nov 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
    </item>
    <item>
      <title><![CDATA[Generative Adversarial Networks On Apache MXNet Part 1]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2017/2017-11-13_Generative-Adversarial-Networks-on-Apache-MXNet--part-1/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2017/2017-11-13_Generative-Adversarial-Networks-on-Apache-MXNet--part-1/</guid>
      <pubDate>Mon, 13 Nov 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[In a previous post , I showed you how to speed up MXNet inference with the NNPACK Open Source library.]]></description>
    </item>
    <item>
      <title><![CDATA[Gerez vos containers avec Kubernetes sur AWS]]></title>
      <link>https://www.julien.org/youtube/2017/20171110_Gerez_vos_containers_avec_Kubernetes_sur_AWS.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2017/20171110_Gerez_vos_containers_avec_Kubernetes_sur_AWS.html</guid>
      <pubDate>Fri, 10 Nov 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[C5 Instances: Fast And Then Some]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2017/2017-11-09_C5-instances--fast--and-then-some/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2017/2017-11-09_C5-instances--fast--and-then-some/</guid>
      <pubDate>Thu, 09 Nov 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[In several previous posts, I’ve shown you how to classify images using a variety of Convolution Neural Networks. Using a labeled training set and...]]></description>
    </item>
    <item>
      <title><![CDATA[Gerez vos containers avec Amazon ECS sur AWS]]></title>
      <link>https://www.julien.org/youtube/2017/20171109_Gerez_vos_containers_avec_Amazon_ECS_sur_AWS.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2017/20171109_Gerez_vos_containers_avec_Amazon_ECS_sur_AWS.html</guid>
      <pubDate>Thu, 09 Nov 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[10 More Deep Learning Projects Based On Apache MXNet]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2017/2017-11-07_10--more--Deep-Learning-projects-based-on-Apache-MXNet/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2017/2017-11-07_10--more--Deep-Learning-projects-based-on-Apache-MXNet/</guid>
      <pubDate>Tue, 07 Nov 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[In a previous post , I used the largest i3 instance to build FreeBSD 11 in 10 minutes and 54 seconds .]]></description>
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    <item>
      <title><![CDATA[Enabling Deep Learning In IoT Applications With Apache MXNet]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2017/2017-11-06_Enabling-Deep-Learning-in-IoT-applications-with-Apache-MXNet/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2017/2017-11-06_Enabling-Deep-Learning-in-IoT-applications-with-Apache-MXNet/</guid>
      <pubDate>Mon, 06 Nov 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Apache MXNet [1] is an Open Source library for Deep Learning. Thanks to a high-level API available in several languages (Python, C++, R, etc.),...]]></description>
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      <title><![CDATA[FPGAs in the cloud]]></title>
      <link>https://www.julien.org/youtube/2017/20171103_FPGAs_in_the_cloud.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2017/20171103_FPGAs_in_the_cloud.html</guid>
      <pubDate>Fri, 03 Nov 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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    <item>
      <title><![CDATA[Johnny Pi I Am Your Father Part 7 Son We Need To Talk]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2017/2017-11-01_Johnny-Pi--I-am-your-father---part-7--son--we-need-to-talk/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2017/2017-11-01_Johnny-Pi--I-am-your-father---part-7--son--we-need-to-talk/</guid>
      <pubDate>Wed, 01 Nov 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Previously , we used an AWS IoT button to trigger object detection on our robot. However, this is a pretty poor way to interact. Wouldn’t it be just...]]></description>
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    <item>
      <title><![CDATA[Julien Simon - AI on a Pi]]></title>
      <link>https://www.julien.org/youtube/2017/20171021_Julien_Simon_-_AI_on_a_Pi.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2017/20171021_Julien_Simon_-_AI_on_a_Pi.html</guid>
      <pubDate>Sat, 21 Oct 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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    <item>
      <title><![CDATA[Deployer et scaler des clusters Docker avec Amazon ECS]]></title>
      <link>https://www.julien.org/youtube/2017/20171018_Deployer_et_scaler_des_clusters_Docker_avec_Amazon_ECS.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2017/20171018_Deployer_et_scaler_des_clusters_Docker_avec_Amazon_ECS.html</guid>
      <pubDate>Wed, 18 Oct 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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    <item>
      <title><![CDATA[Paris Container Day 2017 Advanced container scheduling on Amazon ECS with Blox]]></title>
      <link>https://www.julien.org/youtube/2017/20171018_Paris_Container_Day_2017_Advanced_container_scheduling_on_Amazon_ECS_with_Blox.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2017/20171018_Paris_Container_Day_2017_Advanced_container_scheduling_on_Amazon_ECS_with_Blox.html</guid>
      <pubDate>Wed, 18 Oct 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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    <item>
      <title><![CDATA[Picking the right AWS backend for your Java app]]></title>
      <link>https://www.julien.org/youtube/2017/20171018_Picking_the_right_AWS_backend_for_your_Java_app.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2017/20171018_Picking_the_right_AWS_backend_for_your_Java_app.html</guid>
      <pubDate>Wed, 18 Oct 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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    <item>
      <title><![CDATA[Running BSD on AWS]]></title>
      <link>https://www.julien.org/youtube/2017/20171018_Running_BSD_on_AWS.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2017/20171018_Running_BSD_on_AWS.html</guid>
      <pubDate>Wed, 18 Oct 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Building FPGA applications on AWS — and yes, for Deep Learning too]]></title>
      <link>https://julsimon.medium.com/building-fpga-applications-on-aws-and-yes-for-deep-learning-too</link>
      <guid isPermaLink="true">https://julsimon.medium.com/building-fpga-applications-on-aws-and-yes-for-deep-learning-too</guid>
      <pubDate>Tue, 10 Oct 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
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    <item>
      <title><![CDATA[Building FPGA Applications On AWS And Yes For Deep Learning Too]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2017/2017-10-09_Building-FPGA-applications-on-AWS---and-yes--for-Deep-Learning-too/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2017/2017-10-09_Building-FPGA-applications-on-AWS---and-yes--for-Deep-Learning-too/</guid>
      <pubDate>Mon, 09 Oct 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Field Programmable Gate Arrays (FPGA) are not shiny new technology: indeed, the first commercial product dates back to 1985. So how could they be...]]></description>
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    <item>
      <title><![CDATA[AWS CodeStar et Alexa en demo]]></title>
      <link>https://www.julien.org/youtube/2017/20171006_AWS_CodeStar_et_Alexa_en_demo.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2017/20171006_AWS_CodeStar_et_Alexa_en_demo.html</guid>
      <pubDate>Fri, 06 Oct 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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    <item>
      <title><![CDATA[Bien demarrer avec AWS CodeStar]]></title>
      <link>https://www.julien.org/youtube/2017/20171006_Bien_demarrer_avec_AWS_CodeStar.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2017/20171006_Bien_demarrer_avec_AWS_CodeStar.html</guid>
      <pubDate>Fri, 06 Oct 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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    <item>
      <title><![CDATA[Johnny Pi I Am Your Father Part 6 Now I'm Pushing Your Button]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2017/2017-10-05_Johnny-Pi--I-am-your-father---part-6--now-I-m-pushing-your-button--ha-/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2017/2017-10-05_Johnny-Pi--I-am-your-father---part-6--now-I-m-pushing-your-button--ha-/</guid>
      <pubDate>Thu, 05 Oct 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
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      <title><![CDATA[Johnny Pi, I am your father (7-part series on AI robotics with Raspberry Pi)]]></title>
      <link>https://julsimon.medium.com/johnny-pi-i-am-your-father-part-1</link>
      <guid isPermaLink="true">https://julsimon.medium.com/johnny-pi-i-am-your-father-part-1</guid>
      <pubDate>Sun, 01 Oct 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
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    <item>
      <title><![CDATA[ImageNet Part 2 The Road Goes Ever On And On]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2017/2017-09-24_ImageNet---part-2--the-road-goes-ever-on-and-on/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2017/2017-09-24_ImageNet---part-2--the-road-goes-ever-on-and-on/</guid>
      <pubDate>Sun, 24 Sep 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[In previous posts, we gave our robot the gift of sight thanks to Amazon Rekognition and Apache MXNet , as well as the gift of speech thanks to Amazon...]]></description>
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    <item>
      <title><![CDATA[ImageNet Part 1 Going On An Adventure]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2017/2017-09-19_ImageNet---part-1--going-on-an-adventure/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2017/2017-09-19_ImageNet---part-1--going-on-an-adventure/</guid>
      <pubDate>Tue, 19 Sep 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[In a previous post , we looked at what it took to download and prepare the ImageNet dataset. Now it’s time to train!]]></description>
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      <title><![CDATA[Johnny Pi I Am Your Father Part 5 Adding MXNet For Local Image Classification]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2017/2017-09-17_Johnny-Pi--I-am-your-father---part-5--adding-MXNet-for-local-image-classification/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2017/2017-09-17_Johnny-Pi--I-am-your-father---part-5--adding-MXNet-for-local-image-classification/</guid>
      <pubDate>Sun, 17 Sep 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[In the previous post , we learned how to use Amazon Rekognition to let our robot detect faces and labels in pictures taken with its own camera. This...]]></description>
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      <title><![CDATA[Speeding Up Apache MXNet With The NNPACK Library Raspberry Pi Edition]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2017/2017-09-15_Speeding-up-Apache-MXNet-with-the-NNPACK-library--Raspberry-Pi-edition-/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2017/2017-09-15_Speeding-up-Apache-MXNet-with-the-NNPACK-library--Raspberry-Pi-edition-/</guid>
      <pubDate>Fri, 15 Sep 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[In a previous post , I showed you how to add the NNPACK library to Apache MXNet and how this did speed up CPU-based inference for networks such as...]]></description>
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      <title><![CDATA[Johnny Pi I Am Your Father Part 4 Adding Cloud Based Vision]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2017/2017-09-11_Johnny-Pi--I-am-your-father---part-4--adding-cloud-based-vision/</link>
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      <pubDate>Mon, 11 Sep 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[In the previous post , we learned how to use Amazon Polly to let our robot speak. I hope you had fun with that :)]]></description>
    </item>
    <item>
      <title><![CDATA[Keras Shoot Out Part 3 Fine Tuning]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2017/2017-09-10_Keras-shoot-out--part-3--fine-tuning/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2017/2017-09-10_Keras-shoot-out--part-3--fine-tuning/</guid>
      <pubDate>Sun, 10 Sep 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[In the previous post , we learned how to use Amazon Polly to let our robot speak. I hope you had fun with that :)]]></description>
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    <item>
      <title><![CDATA[Speeding Up Apache MXNet With The NNPACK Library]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2017/2017-09-09_Speeding-up-Apache-MXNet-with-the-NNPACK-library/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2017/2017-09-09_Speeding-up-Apache-MXNet-with-the-NNPACK-library/</guid>
      <pubDate>Sat, 09 Sep 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Apache MXNet is an Open Source library helping developers to build, train and re-use Deep Learning networks. In this article, I’ll show you to speed...]]></description>
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    <item>
      <title><![CDATA[Keras Shoot Out Part 2 A Deeper Look At Memory Usage]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2017/2017-09-08_Keras-shoot-out--part-2--a-deeper-look-at-memory-usage/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2017/2017-09-08_Keras-shoot-out--part-2--a-deeper-look-at-memory-usage/</guid>
      <pubDate>Fri, 08 Sep 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[In a previous article , I used Apache MXNet and Tensorflow as Keras backends to learn the CIFAR-10 dataset on multiple GPUs.]]></description>
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    <item>
      <title><![CDATA[Getting Started With Deep Learning And Apache MXNet]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2017/2017-09-05_Getting-started-with-Deep-Learning-and-Apache-MXNet/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2017/2017-09-05_Getting-started-with-Deep-Learning-and-Apache-MXNet/</guid>
      <pubDate>Tue, 05 Sep 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Deep Learning has become one of the hottest — if not THE hottest — topic in the IT industry. Indeed, this technology can efficiently solve complex...]]></description>
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      <title><![CDATA[Johnny Pi I Am Your Father Part 3 Adding Cloud Based Speech]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2017/2017-09-04_Johnny-Pi--I-am-your-father---part-3--adding-cloud-based-speech/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2017/2017-09-04_Johnny-Pi--I-am-your-father---part-3--adding-cloud-based-speech/</guid>
      <pubDate>Mon, 04 Sep 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[In the previous post , we learned how to control our robot with a joystick connected to an Arduino Yùn.]]></description>
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    <item>
      <title><![CDATA[Picking the right AWS backend for your Java app Julien Simon Amazon]]></title>
      <link>https://www.julien.org/youtube/2017/20170904_Picking_the_right_AWS_backend_for_your_Java_app_Julien_Simon_Amazon.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2017/20170904_Picking_the_right_AWS_backend_for_your_Java_app_Julien_Simon_Amazon.html</guid>
      <pubDate>Mon, 04 Sep 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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    <item>
      <title><![CDATA[Keras Shoot Out TensorFlow Vs MXNet]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2017/2017-09-03_Keras-shoot-out--TensorFlow-vs-MXNet/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2017/2017-09-03_Keras-shoot-out--TensorFlow-vs-MXNet/</guid>
      <pubDate>Sun, 03 Sep 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[In the previous post , we learned how to control our robot with a joystick connected to an Arduino Yùn.]]></description>
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      <title><![CDATA[I3 Instances And NVMe Booya]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2017/2017-09-01_I3-instances-and-NVMe--booya-/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2017/2017-09-01_I3-instances-and-NVMe--booya-/</guid>
      <pubDate>Fri, 01 Sep 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[A few months, we took an early look at running Keras with Apache MXNet as its backend. Things were pretty beta at the time, but a lot of progress has...]]></description>
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    <item>
      <title><![CDATA[Amazon DynamoDB en demo]]></title>
      <link>https://www.julien.org/youtube/2017/20170901_Amazon_DynamoDB_en_demo.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2017/20170901_Amazon_DynamoDB_en_demo.html</guid>
      <pubDate>Fri, 01 Sep 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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    <item>
      <title><![CDATA[Johnny Pi I Am Your Father Part 2 The Joystick]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2017/2017-08-28_Johnny-Pi--I-am-your-father---part-2--the-joystick/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2017/2017-08-28_Johnny-Pi--I-am-your-father---part-2--the-joystick/</guid>
      <pubDate>Mon, 28 Aug 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[In the previous post , we laid the foundations for movement, thanks to simple messages sent to our robot through AWS IoT.]]></description>
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    <item>
      <title><![CDATA[Johnny Pi I Am Your Father Part 1 Moving Around]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2017/2017-08-21_Johnny-Pi--I-am-your-father---part-1--moving-around/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2017/2017-08-21_Johnny-Pi--I-am-your-father---part-1--moving-around/</guid>
      <pubDate>Mon, 21 Aug 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[In the previous post , we laid the foundations for movement, thanks to simple messages sent to our robot through AWS IoT.]]></description>
    </item>
    <item>
      <title><![CDATA[Johnny Pi I Am Your Father Part 0]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2017/2017-08-14_Johnny-Pi--I-am-your-father---part-0/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2017/2017-08-14_Johnny-Pi--I-am-your-father---part-0/</guid>
      <pubDate>Mon, 14 Aug 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[The introduction showed you the big picture, now let’s get to work. In this post, we’re going to take care of the following tasks:]]></description>
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      <title><![CDATA[Control a Rasperry Pi robot with an Alexa custom skill]]></title>
      <link>https://www.julien.org/youtube/2017/20170814_Control_a_Rasperry_Pi_robot_with_an_Alexa_custom_skill.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2017/20170814_Control_a_Rasperry_Pi_robot_with_an_Alexa_custom_skill.html</guid>
      <pubDate>Mon, 14 Aug 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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    <item>
      <title><![CDATA[Decouverte de la plateforme IoT Amazon Web Services]]></title>
      <link>https://www.julien.org/youtube/2017/20170801_Decouverte_de_la_plateforme_IoT_Amazon_Web_Services.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2017/20170801_Decouverte_de_la_plateforme_IoT_Amazon_Web_Services.html</guid>
      <pubDate>Tue, 01 Aug 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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    <item>
      <title><![CDATA[Introduction a AWS Greengrass   demos]]></title>
      <link>https://www.julien.org/youtube/2017/20170801_Introduction_a_AWS_Greengrass_+_demos.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2017/20170801_Introduction_a_AWS_Greengrass_+_demos.html</guid>
      <pubDate>Tue, 01 Aug 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Parametrer un AWS IoT button pour envoyer des SMS]]></title>
      <link>https://www.julien.org/youtube/2017/20170727_Parametrer_un_AWS_IoT_button_pour_envoyer_des_SMS.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2017/20170727_Parametrer_un_AWS_IoT_button_pour_envoyer_des_SMS.html</guid>
      <pubDate>Thu, 27 Jul 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Piloter un robot a reconnaissance d image via le Cloud AWS]]></title>
      <link>https://www.julien.org/youtube/2017/20170727_Piloter_un_robot_a_reconnaissance_d_image_via_le_Cloud_AWS.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2017/20170727_Piloter_un_robot_a_reconnaissance_d_image_via_le_Cloud_AWS.html</guid>
      <pubDate>Thu, 27 Jul 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Utiliser le client AWS IoT MQTT et l AWS IoT button]]></title>
      <link>https://www.julien.org/youtube/2017/20170727_Utiliser_le_client_AWS_IoT_MQTT_et_l_AWS_IoT_button.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2017/20170727_Utiliser_le_client_AWS_IoT_MQTT_et_l_AWS_IoT_button.html</guid>
      <pubDate>Thu, 27 Jul 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Utiliser le client MQTT.fx et l AWS IoT button]]></title>
      <link>https://www.julien.org/youtube/2017/20170727_Utiliser_le_client_MQTT.fx_et_l_AWS_IoT_button.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2017/20170727_Utiliser_le_client_MQTT.fx_et_l_AWS_IoT_button.html</guid>
      <pubDate>Thu, 27 Jul 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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    <item>
      <title><![CDATA[Keynote de cloture de l AWS Summit de Paris 2017]]></title>
      <link>https://www.julien.org/youtube/2017/20170711_Keynote_de_cloture_de_l_AWS_Summit_de_Paris_2017.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2017/20170711_Keynote_de_cloture_de_l_AWS_Summit_de_Paris_2017.html</guid>
      <pubDate>Tue, 11 Jul 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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    <item>
      <title><![CDATA[AWS Podcast: Introduction To Apache MXNet On AWS]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2017/2017-07-03_AWS-podcast--Introduction-to-Apache-MXNet-on-AWS/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2017/2017-07-03_AWS-podcast--Introduction-to-Apache-MXNet-on-AWS/</guid>
      <pubDate>Mon, 03 Jul 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[This is a sneak peek at my next series of articles, where I will show you how to control a Raspberry Pi -based GoPiGo robot with:]]></description>
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    <item>
      <title><![CDATA[10 Deep Learning Projects Based On Apache MXNet]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2017/2017-07-02_10-Deep-Learning-projects-based-on-Apache-MXNet/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2017/2017-07-02_10-Deep-Learning-projects-based-on-Apache-MXNet/</guid>
      <pubDate>Sun, 02 Jul 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Apache MXNet is an Open Source library helping developers build, train and run Deep Learning models. In previous articles , I introduced you to its...]]></description>
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      <title><![CDATA[Bien debuter sur Amazon Web Services - demarrer avec Amazon EC2 IAM Lightsail]]></title>
      <link>https://www.julien.org/youtube/2017/20170701_Bien_debuter_sur_Amazon_Web_Services_-_demarrer_avec_Amazon_EC2_IAM_Lightsail.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2017/20170701_Bien_debuter_sur_Amazon_Web_Services_-_demarrer_avec_Amazon_EC2_IAM_Lightsail.html</guid>
      <pubDate>Sat, 01 Jul 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[AWS - the Big Data combo]]></title>
      <link>https://www.julien.org/youtube/2017/20170630_AWS_-_the_Big_Data_combo.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2017/20170630_AWS_-_the_Big_Data_combo.html</guid>
      <pubDate>Fri, 30 Jun 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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    <item>
      <title><![CDATA[A 60 minute Tour of AWS Compute]]></title>
      <link>https://www.julien.org/youtube/2017/20170630_A_60_minute_Tour_of_AWS_Compute.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2017/20170630_A_60_minute_Tour_of_AWS_Compute.html</guid>
      <pubDate>Fri, 30 Jun 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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    <item>
      <title><![CDATA[An introduction to Amazon Athena]]></title>
      <link>https://www.julien.org/youtube/2017/20170630_An_introduction_to_Amazon_Athena.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2017/20170630_An_introduction_to_Amazon_Athena.html</guid>
      <pubDate>Fri, 30 Jun 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Deep Learning on AWS with MXNet]]></title>
      <link>https://www.julien.org/youtube/2017/20170630_Deep_Learning_on_AWS_with_MXNet.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2017/20170630_Deep_Learning_on_AWS_with_MXNet.html</guid>
      <pubDate>Fri, 30 Jun 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Picking the right AWS backend for your Java app]]></title>
      <link>https://www.julien.org/youtube/2017/20170630_Picking_the_right_AWS_backend_for_your_Java_app.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2017/20170630_Picking_the_right_AWS_backend_for_your_Java_app.html</guid>
      <pubDate>Fri, 30 Jun 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Infoshare 2017 - Julien Simon Amazon Web Services Deep Learning on AWS with MXNet]]></title>
      <link>https://www.julien.org/youtube/2017/20170620_Infoshare_2017_-_Julien_Simon_Amazon_Web_Services_Deep_Learning_on_AWS_with_MXNet.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2017/20170620_Infoshare_2017_-_Julien_Simon_Amazon_Web_Services_Deep_Learning_on_AWS_with_MXNet.html</guid>
      <pubDate>Tue, 20 Jun 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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    <item>
      <title><![CDATA[Getting Started With The AWS Deep Learning AMI]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2017/2017-06-17_Getting-started-with-the-AWS-Deep-Learning-AMI/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2017/2017-06-17_Getting-started-with-the-AWS-Deep-Learning-AMI/</guid>
      <pubDate>Sat, 17 Jun 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[The Deep Learning AMI is a Amazon Machine Image provided by Amazon Web Services for use on Amazon EC2. It is designed to provide a stable, secure,...]]></description>
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    <item>
      <title><![CDATA[Getting started with the AWS Deep Learning AMI]]></title>
      <link>https://www.julien.org/youtube/2017/20170617_Getting_started_with_the_AWS_Deep_Learning_AMI.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2017/20170617_Getting_started_with_the_AWS_Deep_Learning_AMI.html</guid>
      <pubDate>Sat, 17 Jun 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Julien Simon - Picking the right AWS backend for your Java app]]></title>
      <link>https://www.julien.org/youtube/2017/20170614_Julien_Simon_-_Picking_the_right_AWS_backend_for_your_Java_app.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2017/20170614_Julien_Simon_-_Picking_the_right_AWS_backend_for_your_Java_app.html</guid>
      <pubDate>Wed, 14 Jun 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Using An AWS IoT Button To Get Your Kids To Show Up For Dinner]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2017/2017-06-11_Using-an-AWS-IoT-button-to-get-your-kids-to-show-up-for-dinner/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2017/2017-06-11_Using-an-AWS-IoT-button-to-get-your-kids-to-show-up-for-dinner/</guid>
      <pubDate>Sun, 11 Jun 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[The AWS IoT button is now available in Europe. This device is the best way to get started with AWS IoT and build your first project.]]></description>
    </item>
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      <title><![CDATA[How to configure an AWS IoT Button]]></title>
      <link>https://www.julien.org/youtube/2017/20170611_How_to_configure_an_AWS_IoT_Button.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2017/20170611_How_to_configure_an_AWS_IoT_Button.html</guid>
      <pubDate>Sun, 11 Jun 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Using an AWS IoT button to get your kids to show up for dinner]]></title>
      <link>https://www.julien.org/youtube/2017/20170611_Using_an_AWS_IoT_button_to_get_your_kids_to_show_up_for_dinner.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2017/20170611_Using_an_AWS_IoT_button_to_get_your_kids_to_show_up_for_dinner.html</guid>
      <pubDate>Sun, 11 Jun 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Apache MXNet Support In Keras]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2017/2017-06-08_Apache-MXNet-support-in-Keras/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2017/2017-06-08_Apache-MXNet-support-in-Keras/</guid>
      <pubDate>Thu, 08 Jun 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[The AWS IoT button is now available in Europe. This device is the best way to get started with AWS IoT and build your first project.]]></description>
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      <title><![CDATA[Big Data battle sur AWS - Redshift Athena EMR]]></title>
      <link>https://www.julien.org/youtube/2017/20170606_Big_Data_battle_sur_AWS_-_Redshift_Athena_EMR.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2017/20170606_Big_Data_battle_sur_AWS_-_Redshift_Athena_EMR.html</guid>
      <pubDate>Tue, 06 Jun 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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    <item>
      <title><![CDATA[Bonnes pratiques Big Data sur le cloud AWS]]></title>
      <link>https://www.julien.org/youtube/2017/20170606_Bonnes_pratiques_Big_Data_sur_le_cloud_AWS.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2017/20170606_Bonnes_pratiques_Big_Data_sur_le_cloud_AWS.html</guid>
      <pubDate>Tue, 06 Jun 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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    <item>
      <title><![CDATA[Create Your Own Basquiat With Deep Learning For Much Less Than $110 Million]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2017/2017-05-19_Create-your-own-Basquiat-with-Deep-Learning-for-much-less-than--110-million/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2017/2017-05-19_Create-your-own-Basquiat-with-Deep-Learning-for-much-less-than--110-million/</guid>
      <pubDate>Fri, 19 May 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[You may have read today that a painting by Jean-Michel Basquiat was just sold for $110 million . Is this a tribute to his genius or a sign of very,...]]></description>
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    <item>
      <title><![CDATA[Deep dive Amazon RDS - AWS]]></title>
      <link>https://www.julien.org/youtube/2017/20170517_Deep_dive_Amazon_RDS_-_AWS.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2017/20170517_Deep_dive_Amazon_RDS_-_AWS.html</guid>
      <pubDate>Wed, 17 May 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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    <item>
      <title><![CDATA[Microsoft SQL Server sur Amazon Web Services]]></title>
      <link>https://www.julien.org/youtube/2017/20170517_Microsoft_SQL_Server_sur_Amazon_Web_Services.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2017/20170517_Microsoft_SQL_Server_sur_Amazon_Web_Services.html</guid>
      <pubDate>Wed, 17 May 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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    <item>
      <title><![CDATA[Training MXNet Part 5 Distributed Training EFS Edition]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2017/2017-05-06_Training-MXNet---part-5--distributed-training--EFS-edition/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2017/2017-05-06_Training-MXNet---part-5--distributed-training--EFS-edition/</guid>
      <pubDate>Sat, 06 May 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[In part 4 , we learned how to speed up training by using multiple GPU instances. We saw that the job launcher, a Python script named launch.py , used...]]></description>
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    <item>
      <title><![CDATA[Training MXNet Part 4 Distributed Training]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2017/2017-05-05_Training-MXNet---part-4--distributed-training/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2017/2017-05-05_Training-MXNet---part-4--distributed-training/</guid>
      <pubDate>Fri, 05 May 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[In part 3 , we worked with the CIFAR-10 data set and learned how to tweak optimisation parameters. We ended up training a 110-layer ResNext model...]]></description>
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    <item>
      <title><![CDATA[A quick AlexaPi demo]]></title>
      <link>https://www.julien.org/youtube/2017/20170505_A_quick_AlexaPi_demo.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2017/20170505_A_quick_AlexaPi_demo.html</guid>
      <pubDate>Fri, 05 May 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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    <item>
      <title><![CDATA[Training MXNet Part 3 CIFAR-10 Redux]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2017/2017-04-28_Training-MXNet---part-3--CIFAR-10-redux/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2017/2017-04-28_Training-MXNet---part-3--CIFAR-10-redux/</guid>
      <pubDate>Fri, 28 Apr 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[In part 3 , we worked with the CIFAR-10 data set and learned how to tweak optimisation parameters. We ended up training a 110-layer ResNext model...]]></description>
    </item>
    <item>
      <title><![CDATA[Training MXNet Part 2 CIFAR-10]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2017/2017-04-24_Training-MXNet---part-2--CIFAR-10/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2017/2017-04-24_Training-MXNet---part-2--CIFAR-10/</guid>
      <pubDate>Mon, 24 Apr 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[In part 2 , we learned about the CIFAR-10 data set and we saw how to easily load it using a RecordIO object. Using this data set, we both trained a...]]></description>
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    <item>
      <title><![CDATA[Training MXNet Part 1 MNIST]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2017/2017-04-18_Training-MXNet---part-1--MNIST/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2017/2017-04-18_Training-MXNet---part-1--MNIST/</guid>
      <pubDate>Tue, 18 Apr 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[In part 1 , we used the famous LeNet Convolutional Neural Network to reach 99+% validation accuracy in just 10 epochs. We also saw how to use...]]></description>
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      <title><![CDATA[An Introduction To The MXNet API Part 6]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2017/2017-04-16_An-introduction-to-the-MXNet-API---part-6/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2017/2017-04-16_An-introduction-to-the-MXNet-API---part-6/</guid>
      <pubDate>Sun, 16 Apr 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[In a previous series , we discovered how we could use the MXNet library and pre-trained models for object detection. In this series, we’re going to...]]></description>
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      <title><![CDATA[An Introduction To The MXNet API Part 5]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2017/2017-04-15_An-introduction-to-the-MXNet-API---part-5/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2017/2017-04-15_An-introduction-to-the-MXNet-API---part-5/</guid>
      <pubDate>Sat, 15 Apr 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[In part 5 , we used three different pre-trained models for object detection and compared them using a couple of images.]]></description>
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    <item>
      <title><![CDATA[An Introduction To The MXNet API Part 4]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2017/2017-04-14_An-introduction-to-the-MXNet-API---part-4/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2017/2017-04-14_An-introduction-to-the-MXNet-API---part-4/</guid>
      <pubDate>Fri, 14 Apr 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[In part 4 , we saw how easy it was to use a pre-trained version of the Inception v3 model for object detection. In this article, we’re going to load...]]></description>
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      <title><![CDATA[Object detection - MXNet   Raspberry Pi   Amazon Polly]]></title>
      <link>https://www.julien.org/youtube/2017/20170413_Object_detection_-_MXNet_+_Raspberry_Pi_+_Amazon_Polly.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2017/20170413_Object_detection_-_MXNet_+_Raspberry_Pi_+_Amazon_Polly.html</guid>
      <pubDate>Thu, 13 Apr 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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    <item>
      <title><![CDATA[An Introduction To The MXNet API Part 3]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2017/2017-04-12_An-introduction-to-the-MXNet-API---part-3/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2017/2017-04-12_An-introduction-to-the-MXNet-API---part-3/</guid>
      <pubDate>Wed, 12 Apr 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[In part 3 , we built and trained our first neural network. We now know enough to take on more advanced examples.]]></description>
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    <item>
      <title><![CDATA[An Introduction To The MXNet API Part 2]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2017/2017-04-10_An-introduction-to-the-MXNet-API---part-2/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2017/2017-04-10_An-introduction-to-the-MXNet-API---part-2/</guid>
      <pubDate>Mon, 10 Apr 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[In part 2 , we discussed how Symbols allow us to define computation graphs processing data stored in NDArrays (which we studied in part 1 ).]]></description>
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    <item>
      <title><![CDATA[An Introduction To The MXNet API Part 1]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2017/2017-04-09_An-introduction-to-the-MXNet-API---part-1/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2017/2017-04-09_An-introduction-to-the-MXNet-API---part-1/</guid>
      <pubDate>Sun, 09 Apr 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[In part 1 , we covered some MXNet basics and then discussed the NDArray API (tldr: NDArrays is where we’re going to store data, parameters, etc).]]></description>
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    <item>
      <title><![CDATA[FreeBSD From CD-ROM To Cloud]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2017/2017-04-06_FreeBSD--from-CD-ROM-to-Cloud/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2017/2017-04-06_FreeBSD--from-CD-ROM-to-Cloud/</guid>
      <pubDate>Thu, 06 Apr 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[In this series, I will try to give you an overview of the MXnet Deep Learning library: we’ll look at its main features and its Python API (which I...]]></description>
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      <title><![CDATA[Fascinating Tales Of A Strange Tomorrow]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2017/2017-04-05_Fascinating-Tales-of-a-Strange-Tomorrow/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2017/2017-04-05_Fascinating-Tales-of-a-Strange-Tomorrow/</guid>
      <pubDate>Wed, 05 Apr 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[I’ ve been using Open Source for 25 years (man, what a depressing way to start this article). Linux has taken over the world, but I still have a soft...]]></description>
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      <title><![CDATA[From Cloud Computing To Edge Computing]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2017/2017-04-05_From-Cloud-Computing-to-Edge-Computing/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2017/2017-04-05_From-Cloud-Computing-to-Edge-Computing/</guid>
      <pubDate>Wed, 05 Apr 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Our trip begins in March 1956 with the release of the “Forbidden Planet” movie, which featured Robbie the Robot , commonly acknowledged as the first...]]></description>
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      <title><![CDATA[Training MXNet (5-part series)]]></title>
      <link>https://julsimon.medium.com/tagged/mxnet-training</link>
      <guid isPermaLink="true">https://julsimon.medium.com/tagged/mxnet-training</guid>
      <pubDate>Sat, 01 Apr 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
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      <title><![CDATA[An introduction to the MXNet API (6-part series)]]></title>
      <link>https://julsimon.medium.com/tagged/mxnet</link>
      <guid isPermaLink="true">https://julsimon.medium.com/tagged/mxnet</guid>
      <pubDate>Sat, 01 Apr 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
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      <title><![CDATA[Automatisez vos taches d administration courantes sur Amazon EC2]]></title>
      <link>https://www.julien.org/youtube/2017/20170331_Automatisez_vos_taches_d_administration_courantes_sur_Amazon_EC2.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2017/20170331_Automatisez_vos_taches_d_administration_courantes_sur_Amazon_EC2.html</guid>
      <pubDate>Fri, 31 Mar 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Hyper Threading Benchmarking Huge Pages - personnalisez vos instances Amazon EC2]]></title>
      <link>https://www.julien.org/youtube/2017/20170331_Hyper_Threading_Benchmarking_Huge_Pages_-_personnalisez_vos_instances_Amazon_EC2.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2017/20170331_Hyper_Threading_Benchmarking_Huge_Pages_-_personnalisez_vos_instances_Amazon_EC2.html</guid>
      <pubDate>Fri, 31 Mar 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Deep Learning - Fascinating Tales of a Strange Tomorrow]]></title>
      <link>https://www.julien.org/youtube/2017/20170311_Deep_Learning_-_Fascinating_Tales_of_a_Strange_Tomorrow.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2017/20170311_Deep_Learning_-_Fascinating_Tales_of_a_Strange_Tomorrow.html</guid>
      <pubDate>Sat, 11 Mar 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[nz.js WLG 08 03 17 - Stefan Judis Julien Simon]]></title>
      <link>https://www.julien.org/youtube/2017/20170308_nz.js_WLG_08_03_17_-_Stefan_Judis_Julien_Simon.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2017/20170308_nz.js_WLG_08_03_17_-_Stefan_Judis_Julien_Simon.html</guid>
      <pubDate>Wed, 08 Mar 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[En Coulisses - un AWSomeDay a Paris le 24 fevrier 2017 AfterMovie]]></title>
      <link>https://www.julien.org/youtube/2017/20170307_En_Coulisses_-_un_AWSomeDay_a_Paris_le_24_fevrier_2017_AfterMovie.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2017/20170307_En_Coulisses_-_un_AWSomeDay_a_Paris_le_24_fevrier_2017_AfterMovie.html</guid>
      <pubDate>Tue, 07 Mar 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Exploring The GDELT Data Set With Amazon Athena]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2017/2017-03-03_Exploring-the-GDELT-data-set-with-Amazon-Athena/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2017/2017-03-03_Exploring-the-GDELT-data-set-with-Amazon-Athena/</guid>
      <pubDate>Fri, 03 Mar 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Since 2006, Amazon Web Services has been striving to bring customers innovative, highly available and secure infrastructure services.]]></description>
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      <title><![CDATA[Exploring the GDELT data set with Amazon Athena]]></title>
      <link>https://julsimon.medium.com/exploring-the-gdelt-data-set-with-amazon-athena</link>
      <guid isPermaLink="true">https://julsimon.medium.com/exploring-the-gdelt-data-set-with-amazon-athena</guid>
      <pubDate>Fri, 03 Mar 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
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      <title><![CDATA[Automatisez votre infrastructure avec Amazon Web Services]]></title>
      <link>https://www.julien.org/youtube/2017/20170303_Automatisez_votre_infrastructure_avec_Amazon_Web_Services.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2017/20170303_Automatisez_votre_infrastructure_avec_Amazon_Web_Services.html</guid>
      <pubDate>Fri, 03 Mar 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Deploiement continu avec Amazon Web Services]]></title>
      <link>https://www.julien.org/youtube/2017/20170303_Deploiement_continu_avec_Amazon_Web_Services.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2017/20170303_Deploiement_continu_avec_Amazon_Web_Services.html</guid>
      <pubDate>Fri, 03 Mar 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Les bonnes pratiques de securite sur AWS]]></title>
      <link>https://www.julien.org/youtube/2017/20170302_Les_bonnes_pratiques_de_securite_sur_AWS.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2017/20170302_Les_bonnes_pratiques_de_securite_sur_AWS.html</guid>
      <pubDate>Thu, 02 Mar 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Apercu des services Amazon Web Services]]></title>
      <link>https://www.julien.org/youtube/2017/20170210_Apercu_des_services_Amazon_Web_Services.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2017/20170210_Apercu_des_services_Amazon_Web_Services.html</guid>
      <pubDate>Fri, 10 Feb 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Automatisez vos audits de securite avec Amazon Inspector]]></title>
      <link>https://www.julien.org/youtube/2017/20170210_Automatisez_vos_audits_de_securite_avec_Amazon_Inspector.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2017/20170210_Automatisez_vos_audits_de_securite_avec_Amazon_Inspector.html</guid>
      <pubDate>Fri, 10 Feb 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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    <item>
      <title><![CDATA[Bonnes pratiques d authentification avec AWS IAM]]></title>
      <link>https://www.julien.org/youtube/2017/20170210_Bonnes_pratiques_d_authentification_avec_AWS_IAM.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2017/20170210_Bonnes_pratiques_d_authentification_avec_AWS_IAM.html</guid>
      <pubDate>Fri, 10 Feb 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Chiffrez vos donnees avec AWS]]></title>
      <link>https://www.julien.org/youtube/2017/20170210_Chiffrez_vos_donnees_avec_AWS.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2017/20170210_Chiffrez_vos_donnees_avec_AWS.html</guid>
      <pubDate>Fri, 10 Feb 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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      <title><![CDATA[Developper et deployer des applications Serverless]]></title>
      <link>https://www.julien.org/youtube/2017/20170210_Developper_et_deployer_des_applications_Serverless.html</link>
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      <pubDate>Fri, 10 Feb 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Fireside chat avec Matthieu Bouthors et Julien Simon]]></title>
      <link>https://www.julien.org/youtube/2017/20170210_Fireside_chat_avec_Matthieu_Bouthors_et_Julien_Simon.html</link>
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      <pubDate>Fri, 10 Feb 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Gerez les incidents de securite avec AWS CloudTrail]]></title>
      <link>https://www.julien.org/youtube/2017/20170210_Gerez_les_incidents_de_securite_avec_AWS_CloudTrail.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2017/20170210_Gerez_les_incidents_de_securite_avec_AWS_CloudTrail.html</guid>
      <pubDate>Fri, 10 Feb 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Introduction aux architectures Serverless]]></title>
      <link>https://www.julien.org/youtube/2017/20170210_Introduction_aux_architectures_Serverless.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2017/20170210_Introduction_aux_architectures_Serverless.html</guid>
      <pubDate>Fri, 10 Feb 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Les Bonnes pratiques anti-DDoS]]></title>
      <link>https://www.julien.org/youtube/2017/20170210_Les_Bonnes_pratiques_anti-DDoS.html</link>
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      <pubDate>Fri, 10 Feb 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Presentation du modele de securite AWS]]></title>
      <link>https://www.julien.org/youtube/2017/20170210_Presentation_du_modele_de_securite_AWS.html</link>
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      <pubDate>Fri, 10 Feb 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Reseau - Deep dive Amazon Virtual Private Cloud - VPC]]></title>
      <link>https://www.julien.org/youtube/2017/20170210_Reseau_-_Deep_dive_Amazon_Virtual_Private_Cloud_-_VPC.html</link>
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      <pubDate>Fri, 10 Feb 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Webinar Amazon AI]]></title>
      <link>https://www.julien.org/youtube/2017/20170208_Webinar_Amazon_AI.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2017/20170208_Webinar_Amazon_AI.html</guid>
      <pubDate>Wed, 08 Feb 2017 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Amazon Polly Hello World Literally]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2016/2016-12-01_Amazon-Polly---Hello-World---literally-/</link>
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      <pubDate>Thu, 01 Dec 2016 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Today, AWS announced a new text-to-speech service, called Polly . Well… I had to try it :D]]></description>
    </item>
    <item>
      <title><![CDATA[A Hands-On Look At The Amazon Rekognition API]]></title>
      <link>https://www.julien.org/blog/aws-medium-posts-and-images/2016/2016-11-30_A-hands-on-look-at-the-Amazon-Rekognition-API/</link>
      <guid isPermaLink="true">https://www.julien.org/blog/aws-medium-posts-and-images/2016/2016-11-30_A-hands-on-look-at-the-Amazon-Rekognition-API/</guid>
      <pubDate>Wed, 30 Nov 2016 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Today, AWS announced a new text-to-speech service, called Polly . Well… I had to try it :D]]></description>
    </item>
    <item>
      <title><![CDATA[A hands-on look at the Amazon Rekognition API]]></title>
      <link>https://julsimon.medium.com/a-hands-on-look-at-the-amazon-rekognition-api</link>
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      <pubDate>Wed, 30 Nov 2016 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
    </item>
    <item>
      <title><![CDATA[DevOps with Amazon Web Services]]></title>
      <link>https://www.julien.org/youtube/2016/20161104_DevOps_with_Amazon_Web_Services.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2016/20161104_DevOps_with_Amazon_Web_Services.html</guid>
      <pubDate>Fri, 04 Nov 2016 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Apercu des services AWS]]></title>
      <link>https://www.julien.org/youtube/2016/20161010_Apercu_des_services_AWS.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2016/20161010_Apercu_des_services_AWS.html</guid>
      <pubDate>Mon, 10 Oct 2016 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Building a serverless data pipeline with AWS]]></title>
      <link>https://www.julien.org/youtube/2016/20161010_Building_a_serverless_data_pipeline_with_AWS.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2016/20161010_Building_a_serverless_data_pipeline_with_AWS.html</guid>
      <pubDate>Mon, 10 Oct 2016 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[DevOps on AWS - Deep Dive on Continuous Delivery]]></title>
      <link>https://www.julien.org/youtube/2016/20161010_DevOps_on_AWS_-_Deep_Dive_on_Continuous_Delivery.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2016/20161010_DevOps_on_AWS_-_Deep_Dive_on_Continuous_Delivery.html</guid>
      <pubDate>Mon, 10 Oct 2016 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Optimize the Architecture of your AWS Platform]]></title>
      <link>https://www.julien.org/youtube/2016/20161010_Optimize_the_Architecture_of_your_AWS_Platform.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2016/20161010_Optimize_the_Architecture_of_your_AWS_Platform.html</guid>
      <pubDate>Mon, 10 Oct 2016 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Running Docker clusters on AWS]]></title>
      <link>https://www.julien.org/youtube/2016/20161010_Running_Docker_clusters_on_AWS.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2016/20161010_Running_Docker_clusters_on_AWS.html</guid>
      <pubDate>Mon, 10 Oct 2016 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Scalez de 0 a 10 millions d utilisateurs avec AWS]]></title>
      <link>https://www.julien.org/youtube/2016/20161010_Scalez_de_0_a_10_millions_d_utilisateurs_avec_AWS.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2016/20161010_Scalez_de_0_a_10_millions_d_utilisateurs_avec_AWS.html</guid>
      <pubDate>Mon, 10 Oct 2016 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Using Amazon CloudWatch Events Lambda Spark to Process EC2 Events]]></title>
      <link>https://www.julien.org/youtube/2016/20161010_Using_Amazon_CloudWatch_Events_Lambda_Spark_to_Process_EC2_Events.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2016/20161010_Using_Amazon_CloudWatch_Events_Lambda_Spark_to_Process_EC2_Events.html</guid>
      <pubDate>Mon, 10 Oct 2016 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[LAWS Meetup 2 - Julien Simon - Hands on AWS IoT complete]]></title>
      <link>https://www.julien.org/youtube/2016/20160826_LAWS_Meetup_2_-_Julien_Simon_-_Hands_on_AWS_IoT_complete.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2016/20160826_LAWS_Meetup_2_-_Julien_Simon_-_Hands_on_AWS_IoT_complete.html</guid>
      <pubDate>Fri, 26 Aug 2016 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Optimize the Architecture of your Platform - by Julien Simon Technical Evangelist @ AWS]]></title>
      <link>https://www.julien.org/youtube/2016/20160608_Optimize_the_Architecture_of_your_Platform_-_by_Julien_Simon_Technical_Evangelist_@_AWS.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2016/20160608_Optimize_the_Architecture_of_your_Platform_-_by_Julien_Simon_Technical_Evangelist_@_AWS.html</guid>
      <pubDate>Wed, 08 Jun 2016 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Tim Wagner goes serverless]]></title>
      <link>https://www.julien.org/youtube/2016/20160527_Tim_Wagner_goes_serverless.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2016/20160527_Tim_Wagner_goes_serverless.html</guid>
      <pubDate>Fri, 27 May 2016 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Amazon Deep Scalable Sparse Tensor Network Engine DSSTNE]]></title>
      <link>https://www.julien.org/youtube/2016/20160511_Amazon_Deep_Scalable_Sparse_Tensor_Network_Engine_DSSTNE.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2016/20160511_Amazon_Deep_Scalable_Sparse_Tensor_Network_Engine_DSSTNE.html</guid>
      <pubDate>Wed, 11 May 2016 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Infrastructure as Code avec AWS par Julien Simon]]></title>
      <link>https://www.julien.org/youtube/2016/20160502_Infrastructure_as_Code_avec_AWS_par_Julien_Simon.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2016/20160502_Infrastructure_as_Code_avec_AWS_par_Julien_Simon.html</guid>
      <pubDate>Mon, 02 May 2016 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Demonstration AWS IoT @ Dotscale]]></title>
      <link>https://www.julien.org/youtube/2016/20160426_Demonstration_AWS_IoT_@_Dotscale.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2016/20160426_Demonstration_AWS_IoT_@_Dotscale.html</guid>
      <pubDate>Tue, 26 Apr 2016 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Webinar Salon du Big Data 2016 - Simplifiez le Big Data avec AWS]]></title>
      <link>https://www.julien.org/youtube/2016/20160414_Webinar_Salon_du_Big_Data_2016_-_Simplifiez_le_Big_Data_avec_AWS.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2016/20160414_Webinar_Salon_du_Big_Data_2016_-_Simplifiez_le_Big_Data_avec_AWS.html</guid>
      <pubDate>Thu, 14 Apr 2016 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Docker on AWS with Amazon ECR ECS Part 1]]></title>
      <link>https://www.julien.org/youtube/2016/20160331_Docker_on_AWS_with_Amazon_ECR_ECS_Part_1.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2016/20160331_Docker_on_AWS_with_Amazon_ECR_ECS_Part_1.html</guid>
      <pubDate>Thu, 31 Mar 2016 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Docker on AWS with Amazon ECR ECS Part 2]]></title>
      <link>https://www.julien.org/youtube/2016/20160331_Docker_on_AWS_with_Amazon_ECR_ECS_Part_2.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2016/20160331_Docker_on_AWS_with_Amazon_ECR_ECS_Part_2.html</guid>
      <pubDate>Thu, 31 Mar 2016 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Docker on AWS with Amazon ECR ECS Part 3]]></title>
      <link>https://www.julien.org/youtube/2016/20160331_Docker_on_AWS_with_Amazon_ECR_ECS_Part_3.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2016/20160331_Docker_on_AWS_with_Amazon_ECR_ECS_Part_3.html</guid>
      <pubDate>Thu, 31 Mar 2016 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Docker on AWS with Amazon ECR ECS Part 4]]></title>
      <link>https://www.julien.org/youtube/2016/20160331_Docker_on_AWS_with_Amazon_ECR_ECS_Part_4.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2016/20160331_Docker_on_AWS_with_Amazon_ECR_ECS_Part_4.html</guid>
      <pubDate>Thu, 31 Mar 2016 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Docker on AWS with Amazon ECR ECS Part 5]]></title>
      <link>https://www.julien.org/youtube/2016/20160331_Docker_on_AWS_with_Amazon_ECR_ECS_Part_5.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2016/20160331_Docker_on_AWS_with_Amazon_ECR_ECS_Part_5.html</guid>
      <pubDate>Thu, 31 Mar 2016 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Docker on AWS with Amazon ECR ECS Part 6]]></title>
      <link>https://www.julien.org/youtube/2016/20160331_Docker_on_AWS_with_Amazon_ECR_ECS_Part_6.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2016/20160331_Docker_on_AWS_with_Amazon_ECR_ECS_Part_6.html</guid>
      <pubDate>Thu, 31 Mar 2016 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[LAWS Meetup 1 Lyon AWS Elastic Beanstalk - Julien SIMON]]></title>
      <link>https://www.julien.org/youtube/2016/20160322_LAWS_Meetup_1_Lyon_AWS_Elastic_Beanstalk_-_Julien_SIMON.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2016/20160322_LAWS_Meetup_1_Lyon_AWS_Elastic_Beanstalk_-_Julien_SIMON.html</guid>
      <pubDate>Tue, 22 Mar 2016 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Meetup Docker @ Zenika - Amazon EC2 Container Service ECS]]></title>
      <link>https://www.julien.org/youtube/2016/20160115_Meetup_Docker_@_Zenika_-_Amazon_EC2_Container_Service_ECS.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2016/20160115_Meetup_Docker_@_Zenika_-_Amazon_EC2_Container_Service_ECS.html</guid>
      <pubDate>Fri, 15 Jan 2016 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Upgrading an Amazon ECS cluster to Docker 1.9]]></title>
      <link>https://www.julien.org/blog/legacy-posts-and-images/2016/2016-01-14-upgrading-an-amazon-ecs-cluster-to-docker-19.html</link>
      <guid isPermaLink="true">https://www.julien.org/blog/legacy-posts-and-images/2016/2016-01-14-upgrading-an-amazon-ecs-cluster-to-docker-19.html</guid>
      <pubDate>Thu, 14 Jan 2016 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[As announced yesterday , Amazon ECS now supports Docker 1.9 (1.9.1 actually). Woohoo. In order to benefit from this update, a cluster must use the lat...]]></description>
    </item>
    <item>
      <title><![CDATA[Installing a Minecraft server on AWS]]></title>
      <link>https://www.julien.org/blog/legacy-posts-and-images/2015/2015-12-31-installing-a-minecraft-server-on-aws.html</link>
      <guid isPermaLink="true">https://www.julien.org/blog/legacy-posts-and-images/2015/2015-12-31-installing-a-minecraft-server-on-aws.html</guid>
      <pubDate>Thu, 31 Dec 2015 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[This one is for all the kids (and geek dads & moms) out there. I'm surprised I didn't get to write this sooner :) Running your own Minecraft server in...]]></description>
    </item>
    <item>
      <title><![CDATA[A silly little script for Amazon Redshift]]></title>
      <link>https://www.julien.org/blog/legacy-posts-and-images/2015/2015-12-27-a-silly-little-script-for-amazon-redshift.html</link>
      <guid isPermaLink="true">https://www.julien.org/blog/legacy-posts-and-images/2015/2015-12-27-a-silly-little-script-for-amazon-redshift.html</guid>
      <pubDate>Sun, 27 Dec 2015 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[One of the great things about Amazon Redshift is that it's based on PostgreSQL. Hence, our favorite PostgreSQL tools can be used, notably psql . Howev...]]></description>
    </item>
    <item>
      <title><![CDATA[A silly little script for Amazon ECS]]></title>
      <link>https://www.julien.org/blog/legacy-posts-and-images/2015/2015-12-10-a-silly-little-script-for-amazon-ecs.html</link>
      <guid isPermaLink="true">https://www.julien.org/blog/legacy-posts-and-images/2015/2015-12-10-a-silly-little-script-for-amazon-ecs.html</guid>
      <pubDate>Thu, 10 Dec 2015 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[I'm currently spending a lot of time playing with Amazon ECS and Docker. The ecs-cli tool is very convenient to manage clusters and tasks, but I neede...]]></description>
    </item>
    <item>
      <title><![CDATA[Video of our talk at Velocity Conf]]></title>
      <link>https://www.julien.org/blog/legacy-posts-and-images/2015/2015-12-03-video-of-our-talk-at-velocity-conf.html</link>
      <guid isPermaLink="true">https://www.julien.org/blog/legacy-posts-and-images/2015/2015-12-03-video-of-our-talk-at-velocity-conf.html</guid>
      <pubDate>Thu, 03 Dec 2015 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[The video of our talk at Velocity Conf in Amsterdam is now online.]]></description>
    </item>
    <item>
      <title><![CDATA[A real-life account of moving 100% to a public cloud]]></title>
      <link>https://www.julien.org/youtube/2015/20151203_A_real-life_account_of_moving_100%_to_a_public_cloud.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2015/20151203_A_real-life_account_of_moving_100%_to_a_public_cloud.html</guid>
      <pubDate>Thu, 03 Dec 2015 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Filtering the AWS CLI with jq]]></title>
      <link>https://www.julien.org/blog/legacy-posts-and-images/2015/2015-11-16-filtering-the-aws-cli-with-jq.html</link>
      <guid isPermaLink="true">https://www.julien.org/blog/legacy-posts-and-images/2015/2015-11-16-filtering-the-aws-cli-with-jq.html</guid>
      <pubDate>Mon, 16 Nov 2015 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[The JSON-formatted output of the AWS CLI may sometimes feel daunting, especially with a large number of objects. Running ' aws ec2 describe-instances...]]></description>
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    <item>
      <title><![CDATA[Set up the AWS CLI on MacOS in 60 seconds]]></title>
      <link>https://www.julien.org/blog/legacy-posts-and-images/2015/2015-11-11-set-up-the-aws-cli-on-macos-in-60-seconds.html</link>
      <guid isPermaLink="true">https://www.julien.org/blog/legacy-posts-and-images/2015/2015-11-11-set-up-the-aws-cli-on-macos-in-60-seconds.html</guid>
      <pubDate>Wed, 11 Nov 2015 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[I had to do this AGAIN on a new Mac, so here goes: 1) Install Homebrew $ ruby -e "$(curl -fsSL https://raw.githubusercontent.com/Homebrew/install/mast...]]></description>
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    <item>
      <title><![CDATA[Moving Viadeo to AWS]]></title>
      <link>https://www.julien.org/youtube/2015/20150602_Moving_Viadeo_to_AWS.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2015/20150602_Moving_Viadeo_to_AWS.html</guid>
      <pubDate>Tue, 02 Jun 2015 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
    </item>
    <item>
      <title><![CDATA[Reading list (May 2015)]]></title>
      <link>https://www.julien.org/blog/legacy-posts-and-images/2015/2015-05-11-reading-list-may-2015.html</link>
      <guid isPermaLink="true">https://www.julien.org/blog/legacy-posts-and-images/2015/2015-05-11-reading-list-may-2015.html</guid>
      <pubDate>Mon, 11 May 2015 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Tech books: one of the great loves of my life. There isn't much I'd rather do than grab a book, lay on the couch and immerse myself in complex systems...]]></description>
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    <item>
      <title><![CDATA[Lambdas in Spark: now you're talking!]]></title>
      <link>https://www.julien.org/blog/legacy-posts-and-images/2015/2015-05-11-lambdas-in-spark-now-youre-talking.html</link>
      <guid isPermaLink="true">https://www.julien.org/blog/legacy-posts-and-images/2015/2015-05-11-lambdas-in-spark-now-youre-talking.html</guid>
      <pubDate>Mon, 11 May 2015 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[In a previous article , I tried to figure out what the hell lambdas could be good for in Java. Short version: nice, but not compelling (mostly because...]]></description>
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    <item>
      <title><![CDATA[Video: Cloud Computing World Expo 2015]]></title>
      <link>https://www.julien.org/blog/legacy-posts-and-images/2015/2015-05-07-video-cloud-computing-world-expo-2015.html</link>
      <guid isPermaLink="true">https://www.julien.org/blog/legacy-posts-and-images/2015/2015-05-07-video-cloud-computing-world-expo-2015.html</guid>
      <pubDate>Thu, 07 May 2015 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Here's the video (in French) from the roundtable at Cloud Computing World Expo 2015 back in April. The topic was: "is it realistic to build your IT sy...]]></description>
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    <item>
      <title><![CDATA[Test drive: real-time prediction in Java with Amazon Machine Learning]]></title>
      <link>https://www.julien.org/blog/legacy-posts-and-images/2015/2015-04-17-test-drive-real-time-prediction-in-java-with-amazon-machine-learning.html</link>
      <guid isPermaLink="true">https://www.julien.org/blog/legacy-posts-and-images/2015/2015-04-17-test-drive-real-time-prediction-in-java-with-amazon-machine-learning.html</guid>
      <pubDate>Fri, 17 Apr 2015 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Following up on my two previous Amazon ML articles ( batch prediction with Redshift and real-time prediction with the AWS CLI ), here's a quickie on i...]]></description>
    </item>
    <item>
      <title><![CDATA[Test drive: real-time prediction with Amazon Machine Learning]]></title>
      <link>https://www.julien.org/blog/legacy-posts-and-images/2015/2015-04-16-test-drive-real-time-prediction-with-amazon-machine-learning.html</link>
      <guid isPermaLink="true">https://www.julien.org/blog/legacy-posts-and-images/2015/2015-04-16-test-drive-real-time-prediction-with-amazon-machine-learning.html</guid>
      <pubDate>Thu, 16 Apr 2015 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[As explained in my previous article , Amazon ML supports both batch prediction and real-time prediction. I burned some rubber (and some cash!) on batc...]]></description>
    </item>
    <item>
      <title><![CDATA[Test drive: Amazon Machine Learning + Redshift]]></title>
      <link>https://julsimon.medium.com/test-drive-amazon-machine-learning-redshift</link>
      <guid isPermaLink="true">https://julsimon.medium.com/test-drive-amazon-machine-learning-redshift</guid>
      <pubDate>Tue, 14 Apr 2015 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
    </item>
    <item>
      <title><![CDATA[Test drive: Amazon Machine Learning + Redshift]]></title>
      <link>https://www.julien.org/blog/legacy-posts-and-images/2015/2015-04-14-test-drive-amazon-machine-learning-redshift.html</link>
      <guid isPermaLink="true">https://www.julien.org/blog/legacy-posts-and-images/2015/2015-04-14-test-drive-amazon-machine-learning-redshift.html</guid>
      <pubDate>Tue, 14 Apr 2015 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Last week, AWS launched their flavor of "Machine Learning as a service", aka Amazon Machine Learning . It was not a moment too soon, given the number...]]></description>
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    <item>
      <title><![CDATA[AWS Startup Day: "Moving Viadeo to AWS"]]></title>
      <link>https://www.julien.org/blog/legacy-posts-and-images/2015/2015-04-01-aws-startup-day-moving-viadeo-to-aws.html</link>
      <guid isPermaLink="true">https://www.julien.org/blog/legacy-posts-and-images/2015/2015-04-01-aws-startup-day-moving-viadeo-to-aws.html</guid>
      <pubDate>Wed, 01 Apr 2015 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Happy to share my keynote presentation at the AWS Startup Day yesterday in Paris!]]></description>
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    <item>
      <title><![CDATA[Java 8 and lambdas : ooooh, that's how it works, then.]]></title>
      <link>https://www.julien.org/blog/legacy-posts-and-images/2015/2015-03-19-java-8-and-lambdas-ooooh-thats-how-it-works-then.html</link>
      <guid isPermaLink="true">https://www.julien.org/blog/legacy-posts-and-images/2015/2015-03-19-java-8-and-lambdas-ooooh-thats-how-it-works-then.html</guid>
      <pubDate>Thu, 19 Mar 2015 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Disclaimer: several people "complained" about this code being overly complicated & verbose. Trust me, I did it on purpose to illustrate what many lega...]]></description>
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    <item>
      <title><![CDATA[CTO Crunch @ France Digitale]]></title>
      <link>https://www.julien.org/blog/legacy-posts-and-images/2015/2015-02-25-cto-crunch-france-digitale.html</link>
      <guid isPermaLink="true">https://www.julien.org/blog/legacy-posts-and-images/2015/2015-02-25-cto-crunch-france-digitale.html</guid>
      <pubDate>Wed, 25 Feb 2015 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Here are my slides from last night's "CTO Crunch" event by France Digitale. Thanks to everyone in the audience, lots of great questions! Life in the t...]]></description>
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    <item>
      <title><![CDATA[Viadeo @ Devoxx France 2015]]></title>
      <link>https://www.julien.org/blog/legacy-posts-and-images/2015/2015-02-16-viadeo-devoxx-france-2015.html</link>
      <guid isPermaLink="true">https://www.julien.org/blog/legacy-posts-and-images/2015/2015-02-16-viadeo-devoxx-france-2015.html</guid>
      <pubDate>Mon, 16 Feb 2015 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Hello, Working at Viadeo (www.viadeo.com) now. The Aldebaran adventure didn't work out as planned: details in this Rude Baguette post , which feels to...]]></description>
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    <item>
      <title><![CDATA[Aldebaran Robotics Increases Rate of Innovation Using AWS]]></title>
      <link>https://www.julien.org/youtube/2014/20141002_Aldebaran_Robotics_Increases_Rate_of_Innovation_Using_AWS.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2014/20141002_Aldebaran_Robotics_Increases_Rate_of_Innovation_Using_AWS.html</guid>
      <pubDate>Thu, 02 Oct 2014 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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    <item>
      <title><![CDATA[Aldebaran @ AWS Summit, Paris 2014]]></title>
      <link>https://www.julien.org/blog/legacy-posts-and-images/2014/2014-05-13-aldebaran-aws-summit-paris-2014.html</link>
      <guid isPermaLink="true">https://www.julien.org/blog/legacy-posts-and-images/2014/2014-05-13-aldebaran-aws-summit-paris-2014.html</guid>
      <pubDate>Tue, 13 May 2014 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[What a day! Talking about Aldebaran Robotics in front of 1200 people during Werner Vogel 's keynote... Dude, I don't think it gets any better than thi...]]></description>
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    <item>
      <title><![CDATA[I'm baaack... and I'm hiring!]]></title>
      <link>https://www.julien.org/blog/legacy-posts-and-images/2014/2014-03-19-im-baaack-and-im-hiring.html</link>
      <guid isPermaLink="true">https://www.julien.org/blog/legacy-posts-and-images/2014/2014-03-19-im-baaack-and-im-hiring.html</guid>
      <pubDate>Wed, 19 Mar 2014 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Ah, it looks like I've left Criteo. Had a lot of fun there, but hey, there's always something more exciting at some point, right? Speaking of which, I...]]></description>
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    <item>
      <title><![CDATA[30 milliards de requetes par jour avec une architecture NoSQL - Julien Simon a l USI]]></title>
      <link>https://www.julien.org/youtube/2014/20140319_30_milliards_de_requetes_par_jour_avec_une_architecture_NoSQL_-_Julien_Simon_a_l_USI.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2014/20140319_30_milliards_de_requetes_par_jour_avec_une_architecture_NoSQL_-_Julien_Simon_a_l_USI.html</guid>
      <pubDate>Wed, 19 Mar 2014 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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    <item>
      <title><![CDATA[Max Schireson (MongoDB) @ Criteo !]]></title>
      <link>https://www.julien.org/blog/legacy-posts-and-images/2013/2013-10-01-max-schireson-mongodb-criteo.html</link>
      <guid isPermaLink="true">https://www.julien.org/blog/legacy-posts-and-images/2013/2013-10-01-max-schireson-mongodb-criteo.html</guid>
      <pubDate>Tue, 01 Oct 2013 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Max & Julien Criteo had a very special guest today! Max Schireson, CEO of MongoDB , was kind enough to make a special detour on his European trip just...]]></description>
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    <item>
      <title><![CDATA[Viking laws for tech teams, part 7: attack one target at a time]]></title>
      <link>https://www.julien.org/blog/legacy-posts-and-images/2013/2013-09-25-viking-laws-for-tech-teams-part-7-attack-one-target-at-a-time.html</link>
      <guid isPermaLink="true">https://www.julien.org/blog/legacy-posts-and-images/2013/2013-09-25-viking-laws-for-tech-teams-part-7-attack-one-target-at-a-time.html</guid>
      <pubDate>Wed, 25 Sep 2013 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[This post is part of the " Viking laws for tech teams " series. Lack of focus is the single biggest issue a team can face. It usually ranges from " we...]]></description>
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    <item>
      <title><![CDATA[MongoDB Motorcycle Club, Paris chapter]]></title>
      <link>https://www.julien.org/blog/legacy-posts-and-images/2013/2013-09-20-mongodb-motorcycle-club-paris-chapter.html</link>
      <guid isPermaLink="true">https://www.julien.org/blog/legacy-posts-and-images/2013/2013-09-20-mongodb-motorcycle-club-paris-chapter.html</guid>
      <pubDate>Fri, 20 Sep 2013 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Great MongoDB event in Paris yesterday ! Thank you to MongoDB and to all attendees for giving me the opportunity to present the work of our teams. Lot...]]></description>
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    <item>
      <title><![CDATA[We don t like outages]]></title>
      <link>https://www.julien.org/youtube/2013/20130917_We_don_t_like_outages.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2013/20130917_We_don_t_like_outages.html</guid>
      <pubDate>Tue, 17 Sep 2013 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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    <item>
      <title><![CDATA[HOWTO: compiling ffmpeg + x264 + MP3 + AAC + Xvid + AMR on Ubuntu 12.04]]></title>
      <link>https://www.julien.org/blog/legacy-posts-and-images/2013/2013-08-21-howto-compiling-ffmpeg-x264-mp3-aac-xvid-amr-on-ubuntu-1204.html</link>
      <guid isPermaLink="true">https://www.julien.org/blog/legacy-posts-and-images/2013/2013-08-21-howto-compiling-ffmpeg-x264-mp3-aac-xvid-amr-on-ubuntu-1204.html</guid>
      <pubDate>Wed, 21 Aug 2013 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[By popular demand (according to page view stats), I've decided to refresh the Dec'2008 post ( "HOWTO: compiling ffmpeg + x264 + MP3 + Xvid + AMR on Ub...]]></description>
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    <item>
      <title><![CDATA[Arduino: LCD thermometer]]></title>
      <link>https://www.julien.org/blog/legacy-posts-and-images/2013/2013-08-21-arduino-lcd-thermometer.html</link>
      <guid isPermaLink="true">https://www.julien.org/blog/legacy-posts-and-images/2013/2013-08-21-arduino-lcd-thermometer.html</guid>
      <pubDate>Wed, 21 Aug 2013 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[I am truly and utterly in love with the Arduino project . There is no simpler and easier way to learn both programming and electronics. Believe me, th...]]></description>
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    <item>
      <title><![CDATA[Node.js, part 5.1: don't you C?]]></title>
      <link>https://www.julien.org/blog/legacy-posts-and-images/2013/2013-08-17-nodejs-part-51-dont-you-c.html</link>
      <guid isPermaLink="true">https://www.julien.org/blog/legacy-posts-and-images/2013/2013-08-17-nodejs-part-51-dont-you-c.html</guid>
      <pubDate>Sat, 17 Aug 2013 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Leslie Lamport once said (before many of you were even born): " You know you have a distributed system when the crash of a computer you've never heard...]]></description>
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    <item>
      <title><![CDATA[Node.js, part 5: Zero the hero!]]></title>
      <link>https://www.julien.org/blog/legacy-posts-and-images/2013/2013-08-16-nodejs-part-5-zero-the-hero.html</link>
      <guid isPermaLink="true">https://www.julien.org/blog/legacy-posts-and-images/2013/2013-08-16-nodejs-part-5-zero-the-hero.html</guid>
      <pubDate>Fri, 16 Aug 2013 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[And you thought I was on holiday? Time to hack our Node app again and introduce another great piece of software called zeromq . On top of having one o...]]></description>
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      <title><![CDATA[Node.js, part 4: the Big Kahuna syslog!]]></title>
      <link>https://www.julien.org/blog/legacy-posts-and-images/2013/2013-08-05-nodejs-part-4-the-big-kahuna-syslog.html</link>
      <guid isPermaLink="true">https://www.julien.org/blog/legacy-posts-and-images/2013/2013-08-05-nodejs-part-4-the-big-kahuna-syslog.html</guid>
      <pubDate>Mon, 05 Aug 2013 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[To paraphrase the immortal Samuel Jackson in Pulp Fiction: " Logs! The cornerstone of any nutritious application! ". And my Node.js app doesn't have a...]]></description>
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      <title><![CDATA[Node.js + MongoDB, part 3: exit memcached, enter ElastiCache]]></title>
      <link>https://www.julien.org/blog/legacy-posts-and-images/2013/2013-08-03-nodejs-mongodb-part-3-exit-memcached-enter-elasticache.html</link>
      <guid isPermaLink="true">https://www.julien.org/blog/legacy-posts-and-images/2013/2013-08-03-nodejs-mongodb-part-3-exit-memcached-enter-elasticache.html</guid>
      <pubDate>Sat, 03 Aug 2013 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[In a previous post , we added caching to our Node.js + MongoDB web application, thanks to an EC2 instance running memcached . As you may know, AWS sup...]]></description>
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    <item>
      <title><![CDATA[Node.js + MongoDB, part 2: here comes memcached!]]></title>
      <link>https://www.julien.org/blog/legacy-posts-and-images/2013/2013-08-02-nodejs-mongodb-part-2-here-comes-memcached.html</link>
      <guid isPermaLink="true">https://www.julien.org/blog/legacy-posts-and-images/2013/2013-08-02-nodejs-mongodb-part-2-here-comes-memcached.html</guid>
      <pubDate>Fri, 02 Aug 2013 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Let's elaborate on the Node.js + MongoDB app. I lied: it's not really worth $1 billion... yet. It surely will once we've added memcached to the mix ;)...]]></description>
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      <title><![CDATA[HOWTO AWS: mount S3 buckets from a Linux EC2 instance with s3fs]]></title>
      <link>https://www.julien.org/blog/legacy-posts-and-images/2013/2013-07-31-howto-aws-mount-s3-buckets-from-a-linux-ec2-instance-with-s3fs.html</link>
      <guid isPermaLink="true">https://www.julien.org/blog/legacy-posts-and-images/2013/2013-07-31-howto-aws-mount-s3-buckets-from-a-linux-ec2-instance-with-s3fs.html</guid>
      <pubDate>Wed, 31 Jul 2013 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[As we all know, the preferred way to access AWS S3 is to use the S3 API . However, you should know that it's also possible to mount an S3 bucket and a...]]></description>
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    <item>
      <title><![CDATA[The billion dollar app (Node.js! MongoDB! Clouds!)]]></title>
      <link>https://www.julien.org/blog/legacy-posts-and-images/2013/2013-07-29-the-billion-dollar-app-nodejs-mongodb-clouds.html</link>
      <guid isPermaLink="true">https://www.julien.org/blog/legacy-posts-and-images/2013/2013-07-29-the-billion-dollar-app-nodejs-mongodb-clouds.html</guid>
      <pubDate>Mon, 29 Jul 2013 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Today, I'd like to show you how to build a basic web app running on EC2 and connecting to a MongoDB instance running on MongoLab. We used Python so fa...]]></description>
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      <title><![CDATA[Mass rename on Synology]]></title>
      <link>https://www.julien.org/blog/legacy-posts-and-images/2013/2013-07-27-mass-rename-on-synology.html</link>
      <guid isPermaLink="true">https://www.julien.org/blog/legacy-posts-and-images/2013/2013-07-27-mass-rename-on-synology.html</guid>
      <pubDate>Sat, 27 Jul 2013 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Sorting through my digital "archives" (*cough*)... A while ago, I showed you how to mass encode audio files from FLAC to MP3 using only the default to...]]></description>
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      <title><![CDATA[From one cloud to another (or is it the same one?)]]></title>
      <link>https://www.julien.org/blog/legacy-posts-and-images/2013/2013-07-25-from-one-cloud-to-another-or-is-it-the-same-one.html</link>
      <guid isPermaLink="true">https://www.julien.org/blog/legacy-posts-and-images/2013/2013-07-25-from-one-cloud-to-another-or-is-it-the-same-one.html</guid>
      <pubDate>Thu, 25 Jul 2013 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[As previously described , MongoLab offers multiple cloud options for your instances: AWS, Azure, etc. What about my now legendary Python program ? ;)...]]></description>
    </item>
    <item>
      <title><![CDATA[MongoDB and Python gang thegither!]]></title>
      <link>https://www.julien.org/blog/legacy-posts-and-images/2013/2013-07-24-mongodb-and-python-gang-thegither.html</link>
      <guid isPermaLink="true">https://www.julien.org/blog/legacy-posts-and-images/2013/2013-07-24-mongodb-and-python-gang-thegither.html</guid>
      <pubDate>Wed, 24 Jul 2013 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[After a couple of recent posts on MongoLab and Python , I guess it was pretty obvious to mix both :) The only thing you need to add to your system is...]]></description>
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    <item>
      <title><![CDATA[The $1 fix]]></title>
      <link>https://www.julien.org/blog/legacy-posts-and-images/2013/2013-07-22-the-1-fix.html</link>
      <guid isPermaLink="true">https://www.julien.org/blog/legacy-posts-and-images/2013/2013-07-22-the-1-fix.html</guid>
      <pubDate>Mon, 22 Jul 2013 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[I've got remote-controlled electric shutters at home. Very nice. I've got kids too, who love to play with remote controls (read: throw, smash, stomp,...]]></description>
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    <item>
      <title><![CDATA[VirtualBox: ssh to guest VMs in 30 seconds]]></title>
      <link>https://www.julien.org/blog/legacy-posts-and-images/2013/2013-07-19-virtualbox-ssh-to-guest-vms-in-30-seconds.html</link>
      <guid isPermaLink="true">https://www.julien.org/blog/legacy-posts-and-images/2013/2013-07-19-virtualbox-ssh-to-guest-vms-in-30-seconds.html</guid>
      <pubDate>Fri, 19 Jul 2013 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Playing with VirtualBox again... but how the hell do you ssh into NAT guests? Looks like I forgot how to do it :D So, for all of us memory-challenged...]]></description>
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    <item>
      <title><![CDATA[Fooling around with Python on a Friday night]]></title>
      <link>https://www.julien.org/blog/legacy-posts-and-images/2013/2013-07-19-fooling-around-with-python-on-a-friday-night.html</link>
      <guid isPermaLink="true">https://www.julien.org/blog/legacy-posts-and-images/2013/2013-07-19-fooling-around-with-python-on-a-friday-night.html</guid>
      <pubDate>Fri, 19 Jul 2013 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Browsing and listening to my LP collection... and updating the corresponding Excel file because, well, I have quite a lot of stuff and I can't remembe...]]></description>
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    <item>
      <title><![CDATA[Your MongoDB instance for here or to go?]]></title>
      <link>https://www.julien.org/blog/legacy-posts-and-images/2013/2013-07-15-your-mongodb-instance-for-here-or-to-go.html</link>
      <guid isPermaLink="true">https://www.julien.org/blog/legacy-posts-and-images/2013/2013-07-15-your-mongodb-instance-for-here-or-to-go.html</guid>
      <pubDate>Mon, 15 Jul 2013 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[In this post, I'll show you how to install MongoDB either on your local machine or in the cloud. Let's look at the local installation first. This is a...]]></description>
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      <title><![CDATA[Criteo and MongoDB - MongoDB Days NYC 06 2013]]></title>
      <link>https://www.julien.org/youtube/2013/20130701_Criteo_and_MongoDB_-_MongoDB_Days_NYC_06_2013.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2013/20130701_Criteo_and_MongoDB_-_MongoDB_Days_NYC_06_2013.html</guid>
      <pubDate>Mon, 01 Jul 2013 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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    <item>
      <title><![CDATA[MongoDB Days 2013 - Interview with theCUBE]]></title>
      <link>https://www.julien.org/youtube/2013/20130630_MongoDB_Days_2013_-_Interview_with_theCUBE.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2013/20130630_MongoDB_Days_2013_-_Interview_with_theCUBE.html</guid>
      <pubDate>Sun, 30 Jun 2013 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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    <item>
      <title><![CDATA[MongoNYC 2013: my video]]></title>
      <link>https://www.julien.org/blog/legacy-posts-and-images/2013/2013-06-27-mongonyc-2013-my-video.html</link>
      <guid isPermaLink="true">https://www.julien.org/blog/legacy-posts-and-images/2013/2013-06-27-mongonyc-2013-my-video.html</guid>
      <pubDate>Thu, 27 Jun 2013 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[The video of my 40-minute talk, "How Criteo Scaled and Supported Massive Growth with MongoDB" is now available. I hope you'll enjoy it!]]></description>
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    <item>
      <title><![CDATA[MongoNYC 2013: my slides]]></title>
      <link>https://www.julien.org/blog/legacy-posts-and-images/2013/2013-06-25-mongonyc-2013-my-slides.html</link>
      <guid isPermaLink="true">https://www.julien.org/blog/legacy-posts-and-images/2013/2013-06-25-mongonyc-2013-my-slides.html</guid>
      <pubDate>Tue, 25 Jun 2013 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[My slides are now online on the 10gen website. There are plenty of other good presentations, check them out! Business Track: How Criteo Scaled and Sup...]]></description>
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    <item>
      <title><![CDATA[MongoNYC 2013: interview with The Cube]]></title>
      <link>https://www.julien.org/blog/legacy-posts-and-images/2013/2013-06-24-mongonyc-2013-interview-with-the-cube.html</link>
      <guid isPermaLink="true">https://www.julien.org/blog/legacy-posts-and-images/2013/2013-06-24-mongonyc-2013-interview-with-the-cube.html</guid>
      <pubDate>Mon, 24 Jun 2013 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[I've just had the pleasure to speak at MongoNYC 2013 . What a cool event! Over a thousand attendees in the heart of NYC! I'll post the video of my tal...]]></description>
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      <title><![CDATA[Big Data chez Criteo - Conference CIO 18 04 2013 Paris]]></title>
      <link>https://www.julien.org/youtube/2013/20130515_Big_Data_chez_Criteo_-_Conference_CIO_18_04_2013_Paris.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2013/20130515_Big_Data_chez_Criteo_-_Conference_CIO_18_04_2013_Paris.html</guid>
      <pubDate>Wed, 15 May 2013 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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    <item>
      <title><![CDATA[Friday afternoon @ Criteo]]></title>
      <link>https://www.julien.org/blog/legacy-posts-and-images/2013/2013-03-15-friday-afternoon-criteo.html</link>
      <guid isPermaLink="true">https://www.julien.org/blog/legacy-posts-and-images/2013/2013-03-15-friday-afternoon-criteo.html</guid>
      <pubDate>Fri, 15 Mar 2013 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Wow, finally a quiet Friday afternoon. *This* is how it feels, then :) Time to enjoy one of the nice couches we just "borrowed" (ahem), while catching...]]></description>
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    <item>
      <title><![CDATA[Kanban Ops @ Criteo]]></title>
      <link>https://www.julien.org/blog/legacy-posts-and-images/2013/2013-02-21-kanban-ops-criteo.html</link>
      <guid isPermaLink="true">https://www.julien.org/blog/legacy-posts-and-images/2013/2013-02-21-kanban-ops-criteo.html</guid>
      <pubDate>Thu, 21 Feb 2013 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Our very own Kanban board wall. Keep rockin', Prod team ;)]]></description>
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    <item>
      <title><![CDATA[Keynote speech at E-marketing Paris 2013]]></title>
      <link>https://www.julien.org/blog/legacy-posts-and-images/2013/2013-02-01-keynote-speech-at-e-marketing-paris-2013.html</link>
      <guid isPermaLink="true">https://www.julien.org/blog/legacy-posts-and-images/2013/2013-02-01-keynote-speech-at-e-marketing-paris-2013.html</guid>
      <pubDate>Fri, 01 Feb 2013 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Criteo keynote speech at E-marketing Paris 2013, by Gregory Gazagne (Managing Director Europe) and myself (starting at 15:20). In French only. I wish...]]></description>
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    <item>
      <title><![CDATA[Keynote Criteo Big Data - pensez Better Data - Salon E-marketing Paris 01 2013]]></title>
      <link>https://www.julien.org/youtube/2013/20130201_Keynote_Criteo_Big_Data_-_pensez_Better_Data_-_Salon_E-marketing_Paris_01_2013.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2013/20130201_Keynote_Criteo_Big_Data_-_pensez_Better_Data_-_Salon_E-marketing_Paris_01_2013.html</guid>
      <pubDate>Fri, 01 Feb 2013 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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    <item>
      <title><![CDATA[Big Data chez Criteo - Salon E-marketing Paris 01 2013]]></title>
      <link>https://www.julien.org/youtube/2013/20130131_Big_Data_chez_Criteo_-_Salon_E-marketing_Paris_01_2013.html</link>
      <guid isPermaLink="true">https://www.julien.org/youtube/2013/20130131_Big_Data_chez_Criteo_-_Salon_E-marketing_Paris_01_2013.html</guid>
      <pubDate>Thu, 31 Jan 2013 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Video</category>
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    <item>
      <title><![CDATA[Viking laws for tech teams, part 6: be direct]]></title>
      <link>https://www.julien.org/blog/legacy-posts-and-images/2012/2012-12-27-viking-laws-for-tech-teams-part-6-be-direct.html</link>
      <guid isPermaLink="true">https://www.julien.org/blog/legacy-posts-and-images/2012/2012-12-27-viking-laws-for-tech-teams-part-6-be-direct.html</guid>
      <pubDate>Thu, 27 Dec 2012 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[This post is part of the " Viking laws for tech teams " series. 5 more days till 2013. Here's my contribution to the holiday cheer :) Whether you like...]]></description>
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      <title><![CDATA[Viking laws for tech teams, part 5: agree on important points]]></title>
      <link>https://www.julien.org/blog/legacy-posts-and-images/2012/2012-09-05-viking-laws-for-tech-teams-part-5-agree-on-important-points.html</link>
      <guid isPermaLink="true">https://www.julien.org/blog/legacy-posts-and-images/2012/2012-09-05-viking-laws-for-tech-teams-part-5-agree-on-important-points.html</guid>
      <pubDate>Wed, 05 Sep 2012 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[This post is part of the " Viking laws for tech teams " series. "Agree on important points": this sounds like a no-brainer, right? Obviously, a team w...]]></description>
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      <title><![CDATA[Viking laws for tech teams, part 4: keep your weapons in good condition]]></title>
      <link>https://www.julien.org/blog/legacy-posts-and-images/2012/2012-09-03-viking-laws-for-tech-teams-part-4-keep-your-weapons-in-good-condition.html</link>
      <guid isPermaLink="true">https://www.julien.org/blog/legacy-posts-and-images/2012/2012-09-03-viking-laws-for-tech-teams-part-4-keep-your-weapons-in-good-condition.html</guid>
      <pubDate>Mon, 03 Sep 2012 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[This post is part of the " Viking laws for tech teams " series. As much as I regret it, software engineering doesn't actually involve two-handed sword...]]></description>
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      <title><![CDATA[Viking laws for tech teams, part 3: find good battle comrades]]></title>
      <link>https://www.julien.org/blog/legacy-posts-and-images/2012/2012-08-31-viking-laws-for-tech-teams-part-3-find-good-battle-comrades.html</link>
      <guid isPermaLink="true">https://www.julien.org/blog/legacy-posts-and-images/2012/2012-08-31-viking-laws-for-tech-teams-part-3-find-good-battle-comrades.html</guid>
      <pubDate>Fri, 31 Aug 2012 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[This post is part of the " Viking laws for tech teams " series. It boils down to this: you need to join the right company. Many of you will disagree,...]]></description>
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      <title><![CDATA[Viking laws for tech teams, part 2: keep yourself in shape]]></title>
      <link>https://www.julien.org/blog/legacy-posts-and-images/2012/2012-08-30-viking-laws-for-tech-teams-part-2-keep-yourself-in-shape.html</link>
      <guid isPermaLink="true">https://www.julien.org/blog/legacy-posts-and-images/2012/2012-08-30-viking-laws-for-tech-teams-part-2-keep-yourself-in-shape.html</guid>
      <pubDate>Thu, 30 Aug 2012 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[This post is part of the " Viking laws for tech teams " series. Skills, attitude, stamina: the iron triangle of survival in challenging environments....]]></description>
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    <item>
      <title><![CDATA[Viking laws for tech teams]]></title>
      <link>https://www.julien.org/blog/legacy-posts-and-images/2012/2012-08-28-viking-laws-for-tech-teams.html</link>
      <guid isPermaLink="true">https://www.julien.org/blog/legacy-posts-and-images/2012/2012-08-28-viking-laws-for-tech-teams.html</guid>
      <pubDate>Tue, 28 Aug 2012 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Viking laws... An oxymoron to most people, I'm sure. That's not surprising given that the Men from the North have long been depicted as drunken primit...]]></description>
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      <title><![CDATA[Under the hood of Real-Time Bidding]]></title>
      <link>https://www.julien.org/blog/legacy-posts-and-images/2012/2012-07-27-under-the-hood-of-real-time-bidding.html</link>
      <guid isPermaLink="true">https://www.julien.org/blog/legacy-posts-and-images/2012/2012-07-27-under-the-hood-of-real-time-bidding.html</guid>
      <pubDate>Fri, 27 Jul 2012 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Originally written for boom , the latest in performance display advertising. Within the display advertising environment, Real-Time Bidding has evolved...]]></description>
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      <title><![CDATA[Learning about data centers]]></title>
      <link>https://www.julien.org/blog/legacy-posts-and-images/2012/2012-07-18-learning-about-data-centers.html</link>
      <guid isPermaLink="true">https://www.julien.org/blog/legacy-posts-and-images/2012/2012-07-18-learning-about-data-centers.html</guid>
      <pubDate>Wed, 18 Jul 2012 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[A lot of my time was spent visiting data centers lately, with more visits on the horizon. Supersonic growth, you see :) Not that I'm complaining, mind...]]></description>
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      <title><![CDATA[New Criteo office in Paris]]></title>
      <link>https://www.julien.org/blog/legacy-posts-and-images/2012/2012-06-18-new-criteo-office-in-paris.html</link>
      <guid isPermaLink="true">https://www.julien.org/blog/legacy-posts-and-images/2012/2012-06-18-new-criteo-office-in-paris.html</guid>
      <pubDate>Mon, 18 Jun 2012 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Only one word: AWESOME. Publisher / Scalability / Production teams settling down Our own private 5th-floor garden One of our meeting rooms... the name...]]></description>
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      <title><![CDATA[Audio mass encode on Synology NAS (FLAC to MP3)]]></title>
      <link>https://www.julien.org/blog/legacy-posts-and-images/2012/2012-05-20-audio-mass-encode-on-synology-nas-flac-to-mp3.html</link>
      <guid isPermaLink="true">https://www.julien.org/blog/legacy-posts-and-images/2012/2012-05-20-audio-mass-encode-on-synology-nas-flac-to-mp3.html</guid>
      <pubDate>Sun, 20 May 2012 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Quick Sunday hack while waiting for the damn rain to stop :-( I was looking for an easy solution to mass-convert my music library from FLAC to MP3 (be...]]></description>
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      <title><![CDATA[Criteo Code of Duty 2 - www.code-of-duty.com]]></title>
      <link>https://www.julien.org/blog/legacy-posts-and-images/2012/2012-04-27-criteo-code-of-duty-2-wwwcode-of-dutycom.html</link>
      <guid isPermaLink="true">https://www.julien.org/blog/legacy-posts-and-images/2012/2012-04-27-criteo-code-of-duty-2-wwwcode-of-dutycom.html</guid>
      <pubDate>Fri, 27 Apr 2012 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
    </item>
    <item>
      <title><![CDATA[Life 24/7/365.]]></title>
      <link>https://www.julien.org/blog/legacy-posts-and-images/2012/2012-04-06-life-247365.html</link>
      <guid isPermaLink="true">https://www.julien.org/blog/legacy-posts-and-images/2012/2012-04-06-life-247365.html</guid>
      <pubDate>Fri, 06 Apr 2012 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Cons: No life No friends No sleep No (good) food Pros: Leading the best of the bunch Pushing the envelope daily (mine too) Getting to kick everyone's...]]></description>
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      <title><![CDATA[Hiring in the trenches]]></title>
      <link>https://www.julien.org/blog/legacy-posts-and-images/2012/2012-04-02-hiring-in-the-trenches.html</link>
      <guid isPermaLink="true">https://www.julien.org/blog/legacy-posts-and-images/2012/2012-04-02-hiring-in-the-trenches.html</guid>
      <pubDate>Mon, 02 Apr 2012 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[I've hired a lot of people in the last 5 years : software engineers, sysadmins, DBAs, support techs, project managers... I'd say one hundred of them,...]]></description>
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      <title><![CDATA[Error message of the day]]></title>
      <link>https://www.julien.org/blog/legacy-posts-and-images/2011/2011-07-07-error-message-of-the-day.html</link>
      <guid isPermaLink="true">https://www.julien.org/blog/legacy-posts-and-images/2011/2011-07-07-error-message-of-the-day.html</guid>
      <pubDate>Thu, 07 Jul 2011 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Windows: the only OS displaying cryptic error messages in Chinese BEFORE you even logged in... What a piece of sh#t.]]></description>
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    <item>
      <title><![CDATA[Code review @ Criteo]]></title>
      <link>https://www.julien.org/blog/legacy-posts-and-images/2011/2011-07-04-code-review-criteo.html</link>
      <guid isPermaLink="true">https://www.julien.org/blog/legacy-posts-and-images/2011/2011-07-04-code-review-criteo.html</guid>
      <pubDate>Mon, 04 Jul 2011 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Weekly code review in one of my teams. Notice the high-tech cardboard project stand :) Of course, these reviews are strictly compliant with the proven...]]></description>
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      <title><![CDATA[Life @ Criteo]]></title>
      <link>https://www.julien.org/blog/legacy-posts-and-images/2011/2011-03-02-life-criteo.html</link>
      <guid isPermaLink="true">https://www.julien.org/blog/legacy-posts-and-images/2011/2011-03-02-life-criteo.html</guid>
      <pubDate>Wed, 02 Mar 2011 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Knuth... What else?]]></description>
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      <title><![CDATA[Hadoop EC2 scripts broken on Windows / cygwin]]></title>
      <link>https://www.julien.org/blog/legacy-posts-and-images/2011/2011-01-14-hadoop-ec2-scripts-broken-on-windows-cygwin.html</link>
      <guid isPermaLink="true">https://www.julien.org/blog/legacy-posts-and-images/2011/2011-01-14-hadoop-ec2-scripts-broken-on-windows-cygwin.html</guid>
      <pubDate>Fri, 14 Jan 2011 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Grrr... As of 0.21.0, the list-hadoop-clusters and delete-hadoop-cluster scripts need the rev utility, which is neither installed by default nor avail...]]></description>
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      <title><![CDATA[Installing Hadoop on Windows / cygwin]]></title>
      <link>https://www.julien.org/blog/legacy-posts-and-images/2011/2011-01-10-installing-hadoop-on-windows-cygwin.html</link>
      <guid isPermaLink="true">https://www.julien.org/blog/legacy-posts-and-images/2011/2011-01-10-installing-hadoop-on-windows-cygwin.html</guid>
      <pubDate>Mon, 10 Jan 2011 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Highly unnecessary... unless you're stuck with a Windows machine :-/ 1) Install Cygwin This is as straightforward as it gets, but don't forget to add...]]></description>
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    <item>
      <title><![CDATA[Scrum @ Criteo]]></title>
      <link>https://www.julien.org/blog/legacy-posts-and-images/2010/2010-11-09-scrum-criteo.html</link>
      <guid isPermaLink="true">https://www.julien.org/blog/legacy-posts-and-images/2010/2010-11-09-scrum-criteo.html</guid>
      <pubDate>Tue, 09 Nov 2010 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Well, well, well. So long Pixmania, hello Criteo ! New company, new job, new friends... but some things shouldn't change, should they ? Post-its ? che...]]></description>
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    <item>
      <title><![CDATA[New Pixmania Pro websites]]></title>
      <link>https://www.julien.org/blog/legacy-posts-and-images/2010/2010-09-08-new-pixmania-pro-websites.html</link>
      <guid isPermaLink="true">https://www.julien.org/blog/legacy-posts-and-images/2010/2010-09-08-new-pixmania-pro-websites.html</guid>
      <pubDate>Wed, 08 Sep 2010 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[This morning, the Pixmania IT team launched the new generation of Pixmania Pro websites. 21 countries, no less. Job done. Let's move on!]]></description>
    </item>
    <item>
      <title><![CDATA["They said it couldn't happen"]]></title>
      <link>https://www.julien.org/blog/legacy-posts-and-images/2010/2010-06-16-they-said-it-couldnt-happen.html</link>
      <guid isPermaLink="true">https://www.julien.org/blog/legacy-posts-and-images/2010/2010-06-16-they-said-it-couldnt-happen.html</guid>
      <pubDate>Wed, 16 Jun 2010 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[One of our data centers has suffered repeated incidents over the last months. Much more than is expected and much more than our other data centers. To...]]></description>
    </item>
    <item>
      <title><![CDATA[Certified Scrum Product Owner :)]]></title>
      <link>https://www.julien.org/blog/legacy-posts-and-images/2010/2010-06-07-certified-scrum-product-owner.html</link>
      <guid isPermaLink="true">https://www.julien.org/blog/legacy-posts-and-images/2010/2010-06-07-certified-scrum-product-owner.html</guid>
      <pubDate>Mon, 07 Jun 2010 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
    </item>
    <item>
      <title><![CDATA[Zzzzzzzz]]></title>
      <link>https://www.julien.org/blog/legacy-posts-and-images/2010/2010-05-20-zzzzzzzz.html</link>
      <guid isPermaLink="true">https://www.julien.org/blog/legacy-posts-and-images/2010/2010-05-20-zzzzzzzz.html</guid>
      <pubDate>Thu, 20 May 2010 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Pics taken yesterday after a 30-hour day... Well deserved, too ! The Evil Mister B. Sleeping on the job, Perrin ? Me, under my desk :))]]></description>
    </item>
    <item>
      <title><![CDATA[New Pixmania & Pixmania Pro websites]]></title>
      <link>https://www.julien.org/blog/legacy-posts-and-images/2010/2010-05-19-new-pixmania-pixmania-pro-websites.html</link>
      <guid isPermaLink="true">https://www.julien.org/blog/legacy-posts-and-images/2010/2010-05-19-new-pixmania-pixmania-pro-websites.html</guid>
      <pubDate>Wed, 19 May 2010 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[After a looooong night, your IT friends @ Pixmania are happy to introduce the new generation of Pixmania & Pixmania-Pro websites for Greece, Hungary a...]]></description>
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    <item>
      <title><![CDATA[New PC World website live]]></title>
      <link>https://www.julien.org/blog/legacy-posts-and-images/2010/2010-03-01-new-pc-world-website-live.html</link>
      <guid isPermaLink="true">https://www.julien.org/blog/legacy-posts-and-images/2010/2010-03-01-new-pc-world-website-live.html</guid>
      <pubDate>Mon, 01 Mar 2010 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Another retailer joins the e-merchant platform :)]]></description>
    </item>
    <item>
      <title><![CDATA[New Dixons website live]]></title>
      <link>https://www.julien.org/blog/legacy-posts-and-images/2010/2010-03-01-new-dixons-website-live.html</link>
      <guid isPermaLink="true">https://www.julien.org/blog/legacy-posts-and-images/2010/2010-03-01-new-dixons-website-live.html</guid>
      <pubDate>Mon, 01 Mar 2010 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[And another one :)]]></description>
    </item>
    <item>
      <title><![CDATA[New Currys website live]]></title>
      <link>https://www.julien.org/blog/legacy-posts-and-images/2010/2010-02-15-new-currys-website-live.html</link>
      <guid isPermaLink="true">https://www.julien.org/blog/legacy-posts-and-images/2010/2010-02-15-new-currys-website-live.html</guid>
      <pubDate>Mon, 15 Feb 2010 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Launched at 5AM Paris time ! The largest electrical retailer in the UK is now running its online business on the e-merchant platform :)]]></description>
    </item>
    <item>
      <title><![CDATA[HOWTO: compiling VLC 0.9.9 + live555 + all major codecs on Ubuntu 8.10]]></title>
      <link>https://www.julien.org/blog/legacy-posts-and-images/2009/2009-04-03-howto-compiling-vlc-099-live555-all-major-codecs-on-ubuntu-810.html</link>
      <guid isPermaLink="true">https://www.julien.org/blog/legacy-posts-and-images/2009/2009-04-03-howto-compiling-vlc-099-live555-all-major-codecs-on-ubuntu-810.html</guid>
      <pubDate>Fri, 03 Apr 2009 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[VLC 0.9.9 was released a few days ago, so here's an updated version of my popular tutorial on how to build it from source on Ubuntu. As always, all co...]]></description>
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    <item>
      <title><![CDATA[HOWTO: H.264 YouTube videos in mediatomb (no more transcoding for PS3!)]]></title>
      <link>https://www.julien.org/blog/legacy-posts-and-images/2009/2009-01-23-howto-h264-youtube-videos-in-mediatomb-no-more-transcoding-for-ps3.html</link>
      <guid isPermaLink="true">https://www.julien.org/blog/legacy-posts-and-images/2009/2009-01-23-howto-h264-youtube-videos-in-mediatomb-no-more-transcoding-for-ps3.html</guid>
      <pubDate>Fri, 23 Jan 2009 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[As you probably know (and as explained on Wikipedia ), YouTube supports several video formats. Until then, mediatomb could only stream standard videos...]]></description>
    </item>
    <item>
      <title><![CDATA[HOWTO: building evolution on Ubuntu 8.10 (to fix IMAP slowness...)]]></title>
      <link>https://www.julien.org/blog/legacy-posts-and-images/2009/2009-01-19-howto-building-evolution-on-ubuntu-810-to-fix-imap-slowness.html</link>
      <guid isPermaLink="true">https://www.julien.org/blog/legacy-posts-and-images/2009/2009-01-19-howto-building-evolution-on-ubuntu-810-to-fix-imap-slowness.html</guid>
      <pubDate>Mon, 19 Jan 2009 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[[ Updated on 2009/01/29: evolution 2.24.3-0ubuntu1 - available in today's package updates - fixes the IMAP issue. I guess people yelled hard enough! ]...]]></description>
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    <item>
      <title><![CDATA[HOWTO: processing multichannel audio (DTS, AC3, WAV)]]></title>
      <link>https://www.julien.org/blog/legacy-posts-and-images/2009/2009-01-16-howto-processing-multichannel-audio-dts-ac3-wav.html</link>
      <guid isPermaLink="true">https://www.julien.org/blog/legacy-posts-and-images/2009/2009-01-16-howto-processing-multichannel-audio-dts-ac3-wav.html</guid>
      <pubDate>Fri, 16 Jan 2009 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[DVDs have made multichannel audio popular, most notably DTS and Dolby Labs' AC3 , and it looks like no one will settle down for good old stereo anymor...]]></description>
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    <item>
      <title><![CDATA[Press release: Digiplug selects Telecity Group for its digital asset management platform]]></title>
      <link>https://www.julien.org/blog/legacy-posts-and-images/2009/2009-01-12-press-release-digiplug-selects-telecity-group-for-its-digital-asset-management-platform.html</link>
      <guid isPermaLink="true">https://www.julien.org/blog/legacy-posts-and-images/2009/2009-01-12-press-release-digiplug-selects-telecity-group-for-its-digital-asset-management-platform.html</guid>
      <pubDate>Mon, 12 Jan 2009 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Paris , January 12th 2008: Digiplug, a provider of IT solutions and services dedicated to the production and distribution of multimedia content, has c...]]></description>
    </item>
    <item>
      <title><![CDATA[x264 benchmarks (individual flags & motion estimation)]]></title>
      <link>https://www.julien.org/blog/legacy-posts-and-images/2009/2009-01-10-x264-benchmarks-individual-flags-motion-estimation.html</link>
      <guid isPermaLink="true">https://www.julien.org/blog/legacy-posts-and-images/2009/2009-01-10-x264-benchmarks-individual-flags-motion-estimation.html</guid>
      <pubDate>Sat, 10 Jan 2009 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[As discussed before , finding the right set of x264 flags is a rather complex task. What do these flag mean? What's their effect on encoding time? On...]]></description>
    </item>
    <item>
      <title><![CDATA[HOWTO: converting mkv files to play on the PS3]]></title>
      <link>https://www.julien.org/blog/legacy-posts-and-images/2009/2009-01-10-howto-converting-mkv-files-to-play-on-the-ps3.html</link>
      <guid isPermaLink="true">https://www.julien.org/blog/legacy-posts-and-images/2009/2009-01-10-howto-converting-mkv-files-to-play-on-the-ps3.html</guid>
      <pubDate>Sat, 10 Jan 2009 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[There's no doubt that Matroska is a great open source container that can store anything (and the kitchen sink too). Unfortunately, as of today, it's n...]]></description>
    </item>
    <item>
      <title><![CDATA[HOWTO: ffmpeg & x264 presets]]></title>
      <link>https://www.julien.org/blog/legacy-posts-and-images/2009/2009-01-07-howto-ffmpeg-x264-presets.html</link>
      <guid isPermaLink="true">https://www.julien.org/blog/legacy-posts-and-images/2009/2009-01-07-howto-ffmpeg-x264-presets.html</guid>
      <pubDate>Wed, 07 Jan 2009 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[As discussed earlier , the ffmpeg command line can be quite daunting, especially when used to encode x264 video... Wouldn't it be nice to store your f...]]></description>
    </item>
    <item>
      <title><![CDATA[French Scrum User Group]]></title>
      <link>https://www.julien.org/blog/legacy-posts-and-images/2009/2009-01-05-french-scrum-user-group.html</link>
      <guid isPermaLink="true">https://www.julien.org/blog/legacy-posts-and-images/2009/2009-01-05-french-scrum-user-group.html</guid>
      <pubDate>Mon, 05 Jan 2009 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Xebia have just started a French Scrum User Group . Registration is free and open to everyone. Says Scrum co-creator Jeff Sutherland : " I would like...]]></description>
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    <item>
      <title><![CDATA[DO NOT scream at your hard drives!]]></title>
      <link>https://www.julien.org/blog/legacy-posts-and-images/2009/2009-01-05-do-not-scream-at-your-hard-drives.html</link>
      <guid isPermaLink="true">https://www.julien.org/blog/legacy-posts-and-images/2009/2009-01-05-do-not-scream-at-your-hard-drives.html</guid>
      <pubDate>Mon, 05 Jan 2009 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[We all know that vibrations hurt the life expectancy of hard drives. But do they impact performance too? This bizarre experiment would tend to confirm...]]></description>
    </item>
    <item>
      <title><![CDATA[HOWTO: compiling mediainfo (CLI & GUI) on Ubuntu]]></title>
      <link>https://www.julien.org/blog/legacy-posts-and-images/2009/2009-01-04-howto-compiling-mediainfo-cli-gui-on-ubuntu.html</link>
      <guid isPermaLink="true">https://www.julien.org/blog/legacy-posts-and-images/2009/2009-01-04-howto-compiling-mediainfo-cli-gui-on-ubuntu.html</guid>
      <pubDate>Sun, 04 Jan 2009 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Today, I will cover a must-have tool for anyone who likes to play with audio / video transcoding : mediainfo . Indeed, mediainfo will tell you everyth...]]></description>
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    <item>
      <title><![CDATA[HOWTO: adding Last.fm scrobbling to mediatomb]]></title>
      <link>https://www.julien.org/blog/legacy-posts-and-images/2008/2008-12-28-howto-adding-lastfm-scrobbling-to-mediatomb.html</link>
      <guid isPermaLink="true">https://www.julien.org/blog/legacy-posts-and-images/2008/2008-12-28-howto-adding-lastfm-scrobbling-to-mediatomb.html</guid>
      <pubDate>Sun, 28 Dec 2008 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Lastfmlib is C / C++ library allowing music applications to "scrobble" tracks on last.fm . A patch has been recently released to integrate this librar...]]></description>
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    <item>
      <title><![CDATA[HOWTO: quick reference on audio & video encoding with ffmpeg]]></title>
      <link>https://www.julien.org/blog/legacy-posts-and-images/2008/2008-12-27-howto-quick-reference-on-audio-video-encoding-with-ffmpeg.html</link>
      <guid isPermaLink="true">https://www.julien.org/blog/legacy-posts-and-images/2008/2008-12-27-howto-quick-reference-on-audio-video-encoding-with-ffmpeg.html</guid>
      <pubDate>Sat, 27 Dec 2008 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[The purpose of this article is to serve as a quick reference on how to use ffmpeg for audio and video encoding. Boy can these ffmpeg flags be tricky t...]]></description>
    </item>
    <item>
      <title><![CDATA[HOWTO: setting up a VOD server with VLC]]></title>
      <link>https://www.julien.org/blog/legacy-posts-and-images/2008/2008-12-26-howto-setting-up-a-vod-server-with-vlc.html</link>
      <guid isPermaLink="true">https://www.julien.org/blog/legacy-posts-and-images/2008/2008-12-26-howto-setting-up-a-vod-server-with-vlc.html</guid>
      <pubDate>Fri, 26 Dec 2008 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[In a previous article , I showed you how to build VLC from source. Since this build included the live555 streaming libraries, the resulting VLC is abl...]]></description>
    </item>
    <item>
      <title><![CDATA[Mediatomb 0.12 on PS3: video thumbnails, YouTube and Apple movie trailers]]></title>
      <link>https://www.julien.org/blog/legacy-posts-and-images/2008/2008-12-24-mediatomb-012-on-ps3-video-thumbnails-youtube-and-apple-movie-trailers.html</link>
      <guid isPermaLink="true">https://www.julien.org/blog/legacy-posts-and-images/2008/2008-12-24-mediatomb-012-on-ps3-video-thumbnails-youtube-and-apple-movie-trailers.html</guid>
      <pubDate>Wed, 24 Dec 2008 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[In a previous article , I explained how to build mediatomb , an open source media server able to stream music and video to UPnP devices, such as the P...]]></description>
    </item>
    <item>
      <title><![CDATA[VirtualBox 2.1.0 released, with much better network support]]></title>
      <link>https://www.julien.org/blog/legacy-posts-and-images/2008/2008-12-23-virtualbox-210-released-with-much-better-network-support.html</link>
      <guid isPermaLink="true">https://www.julien.org/blog/legacy-posts-and-images/2008/2008-12-23-virtualbox-210-released-with-much-better-network-support.html</guid>
      <pubDate>Tue, 23 Dec 2008 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[2.1.0 is a major update for VirtualBox . Here are the main new features: Support for hardware virtualization (VT-x and AMD-V) on Mac OS X hosts Suppor...]]></description>
    </item>
    <item>
      <title><![CDATA[HOWTO: compiling mediatomb + ffmpegthumbnailer + all libraries for Ubuntu... and PS3 :)]]></title>
      <link>https://www.julien.org/blog/legacy-posts-and-images/2008/2008-12-22-howto-compiling-mediatomb-ffmpegthumbnailer-all-libraries-for-ubuntu-and-ps3.html</link>
      <guid isPermaLink="true">https://www.julien.org/blog/legacy-posts-and-images/2008/2008-12-22-howto-compiling-mediatomb-ffmpegthumbnailer-all-libraries-for-ubuntu-and-ps3.html</guid>
      <pubDate>Mon, 22 Dec 2008 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[Today I'd like to talk about mediatomb , a media server with a nice web user interface allowing you to stream your digital media through your home net...]]></description>
    </item>
    <item>
      <title><![CDATA[HOWTO: installing gmake, gcc, svn and git on OpenSolaris]]></title>
      <link>https://www.julien.org/blog/legacy-posts-and-images/2008/2008-12-21-howto-installing-gmake-gcc-svn-and-git-on-opensolaris.html</link>
      <guid isPermaLink="true">https://www.julien.org/blog/legacy-posts-and-images/2008/2008-12-21-howto-installing-gmake-gcc-svn-and-git-on-opensolaris.html</guid>
      <pubDate>Sun, 21 Dec 2008 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[OpenSolaris is a cool OS, but it's lacking a lot of software packages present in all Linux distributions. This should improve gradually, but in the me...]]></description>
    </item>
    <item>
      <title><![CDATA[HOWTO: compiling VLC + live555 + all major codecs on Ubuntu]]></title>
      <link>https://www.julien.org/blog/legacy-posts-and-images/2008/2008-12-21-howto-compiling-vlc-live555-all-major-codecs-on-ubuntu.html</link>
      <guid isPermaLink="true">https://www.julien.org/blog/legacy-posts-and-images/2008/2008-12-21-howto-compiling-vlc-live555-all-major-codecs-on-ubuntu.html</guid>
      <pubDate>Sun, 21 Dec 2008 00:00:00 GMT</pubDate>
      <author>julien@julien.org (Julien Simon)</author>
      <category>Article</category>
      <description><![CDATA[[Updated on 2009/04/03] VLC 0.9.9 is out. Here is the updated tutorial . In yesterday's post, I showed you how to build a pretty complete ffmpeg . Tod...]]></description>
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