Introducing MLOps - How to Scale Machine Learning in the Enterprise

Treveil, Mark - Omont, Nicolas - Stenac, Clément - Lefevre, Kenji - Phan, Du - Zentici, Joachim - Lavoillotte, Adrien - Miyazaki, Makoto - Heidmann, Lynn

O'Reilly Media, 2021

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This book introduces practical concepts to help data scientists and application engineers operationalize ML models to drive real business change. Through lessons based on numerous projects around the world, six experts in data analytics provide an applied four-step approach-Build, Manage, Deploy and Integrate, and Monitor.

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