monitoring
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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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Machine Learning Operations (MLOps): Overview, Definition, and Architecture ( paper ) ⭐⭐⭐
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Requirements and Reference Architecture for MLOps:Insights from Industry ( paper )