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Practitioners guide to MLOps: A framework for continuous ...
Practitioners guide to MLOps: A framework for continuous delivery and automation of machine paperMay 2021 Authors: Khalid Salama, Jarek Kazmierczak, Donna SchutTable of ContentsExecutive summary 3 Overview of MLOps lifecycle and core capabilities 4 Deep dive of MLOps processes 15 Putting it all together
• Shorter development cycles, and as a result, shorter time to market. • Better collaboration between teams. • Increased reliability, performance, scalability, and security of ML systems. • Streamlined operational and governance processes. • Increased return on …
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