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dhavala committed Jan 2, 2025
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2 changes: 1 addition & 1 deletion .nojekyll
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2 changes: 1 addition & 1 deletion lectures/w01-l01.html
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Expand Up @@ -430,7 +430,7 @@ <h3 class="anchored" data-anchor-id="pre-work">Pre-work:</h3>
<h3 class="anchored" data-anchor-id="in-class">In-Class</h3>
<ol type="1">
<li>We will go over <a href="https://docs.google.com/presentation/d/1G2aMDawcGXl-yY3z72emIZ-5PRFsWTEjASBOUGo8MHs/edit?usp=sharing">W01-L01-Deck</a> based on <a href="https://docs.google.com/presentation/d/1bhjgRelQ0O5FnYCOGiCVWg_SkfRcZ9bffQsgk6yAaL0/edit#slide=id.gb3e5cf682f_0_261">this</a> from Chip Huyen’s CS329S: ML System Design Fall’22 @ Stanford</li>
<li>Software 1.0 vs Software 2.0. See this <a href="./data/newton2.png">Figure</a></li>
<li>Software 1.0 vs Software 2.0.</li>
</ol>
</section>
<section id="post-class" class="level3">
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2 changes: 1 addition & 1 deletion search.json
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"href": "lectures/w01-l01.html#materials",
"title": "01A: Grounding MLOps",
"section": "",
"text": "Pre-work:\n\nRefresh ML foundations.\nRead “The 100 page ML book” by Andiry Burkov. Chapters accessible here\n\n\n\nIn-Class\n\nWe will go over W01-L01-Deck based on this from Chip Huyen’s CS329S: ML System Design Fall’22 @ Stanford\nSoftware 1.0 vs Software 2.0. See this Figure\n\n\n\nPost-class:\n\nRead the motivation for MLOps from this blog.\nML Life Cycle CRISP-ML9(Q): blog, paper\nCh1-2 of AB, Ch1 of VT, Ch1 of CH1",
"text": "Pre-work:\n\nRefresh ML foundations.\nRead “The 100 page ML book” by Andiry Burkov. Chapters accessible here\n\n\n\nIn-Class\n\nWe will go over W01-L01-Deck based on this from Chip Huyen’s CS329S: ML System Design Fall’22 @ Stanford\nSoftware 1.0 vs Software 2.0.\n\n\n\nPost-class:\n\nRead the motivation for MLOps from this blog.\nML Life Cycle CRISP-ML9(Q): blog, paper\nCh1-2 of AB, Ch1 of VT, Ch1 of CH1",
"crumbs": [
"Lectures[ML Engg.]",
"01A: Grounding MLOps"
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4 changes: 2 additions & 2 deletions sitemap.xml
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</url>
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<loc>https://mlsquare.github.io/ai-839/index.html</loc>
<lastmod>2024-12-31T04:16:26.140Z</lastmod>
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<loc>https://mlsquare.github.io/ai-839/preface.html</loc>
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</url>
<url>
<loc>https://mlsquare.github.io/ai-839/lectures/w01-l01.html</loc>
<lastmod>2024-10-30T02:35:31.545Z</lastmod>
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<loc>https://mlsquare.github.io/ai-839/lectures/w02-l01.html</loc>
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