mlops
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How to Solve the Model Serving Component of the MLOps Stack ( blogpost ) โญโญโญ
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MLOps isnโt DevOps for ML! ( blogpost ) โญโญโญ
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A fable about MLOps... and broken dreams ( blogpost ) โญโญโญโญโญ
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Product Enrichment and Recommender Systems // Marc Lindner and Amr Mashlah // Coffee Sessions #114 ( podcastepisode ) โญโญโญโญ
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Feathr: LinkedIn's High-performance Feature Store // David Stein // Coffee Sessions #120 ( podcastepisode ) โญโญโญ
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What is Data / ML Like on League? // Ian Schweer // MLOps Coffee Sessions #132 ( podcastepisode ) โญโญโญโญ
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The Great MLOps Debate: End-to-End ML Platforms vs Specialized Tools ( podcastepisode ) โญโญโญโญ
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Machine Learning Operations (MLOps): Overview, Definition, and Architecture ( paper ) โญโญโญ
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Requirements and Reference Architecture for MLOps:Insights from Industry ( paper )
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#๐ ๐๐ข๐ฝ๐ ๐ญ๐ฌ๐ญ: ๐๐ผ๐ ๐๐ผ >๐๐ถ๐บ๐ฝ๐น๐< ๐ฑ๐ฒ๐ฝ๐น๐ผ๐ ๐๐ผ๐๐ฟ ๐บ๐ผ๐ฑ๐ฒ๐น ๐ณ๐ผ๐ฟ ๐ฏ๐ฎ๐๐ฐ๐ต ๐ถ๐ป๐ณ๐ฒ๐ฟ๐ฒ๐ป๐ฐ๐ฒ?๐ก ( blogpost ) โญโญโญโญ
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Machine Learning Engineering for Production (MLOps) Specialization ( course series ) โญโญโญโญ
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A 16โ20 Week Roadmap To Review Machine Learning And Learn MLOps ( blogpost ) โญ
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MLOps: Continuous delivery and automation pipelines in machine learning ( paper , website ) โญโญโญโญ
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Machine Learning: The High Interest Credit Card of Technical Debt ( paper ) โญโญโญโญ
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Build open source mlops stack ( website )
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MLOps (Machine Learning Operations) Fundamentals ( course series ) โญโญโญ
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Effective testing for machine learning systems ( blogpost ) โญโญโญโญโญ
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Building machine learning products: a problem well-defined is a problem half-solved. ( blogpost ) โญโญโญ