training pipelines
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The ML test score: A rubric for ML production readiness and technical debt reduction ( paper ) ⭐⭐⭐⭐⭐
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MLOps isn’t DevOps for ML! ( blogpost ) ⭐⭐⭐
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Efficient Methods for Natural Language Processing ( paper , podcastepisode ) ⭐⭐⭐⭐
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What is Data / ML Like on League? // Ian Schweer // MLOps Coffee Sessions #132 ( podcastepisode ) ⭐⭐⭐⭐
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Machine Learning Operations (MLOps): Overview, Definition, and Architecture ( paper ) ⭐⭐⭐
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Requirements and Reference Architecture for MLOps:Insights from Industry ( paper )
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Machine Learning Design Patterns ( book ) ⭐⭐⭐
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MLOps: Continuous delivery and automation pipelines in machine learning ( paper , website ) ⭐⭐⭐⭐
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Build open source mlops stack ( website )