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Mlops
Found 2 free book(s)
Practitioners guide to MLOps: A framework for continuous ...
services.google.comMLOps is a methodology for ML engineering that unifies ML system development (the ML element) with ML system operations (the Ops element). It advocates formalizing and (when beneficial) automating critical steps of ML system construction. MLOps provides a set of standardized processes and technology capabilities for building, deploying,
Hidden Technical Debt in Machine Learning Systems
proceedings.neurips.ccHidden Technical Debt in Machine Learning Systems D. Sculley, Gary Holt, Daniel Golovin, Eugene Davydov, Todd Phillips {dsculley,gholt,dgg,edavydov,toddphillips}@google.com