automation
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The ML test score: A rubric for ML production readiness and technical debt reduction ( paper ) ⭐⭐⭐⭐⭐
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A fable about MLOps... and broken dreams ( blogpost ) ⭐⭐⭐⭐⭐
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Requirements and Reference Architecture for MLOps:Insights from Industry ( paper )
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Data Science at the Commandline ( website , book ) ⭐⭐⭐⭐
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Effective testing for machine learning systems ( blogpost ) ⭐⭐⭐⭐⭐