Machine Learning Design Patterns: Solutions to Common Challenges in Data Preparation, Model Building, and Mlops by Sara Robinson, Michael Munn, Valliappa Lakshmanan

Machine Learning Design Patterns: Solutions to Common Challenges in Data Preparation, Model Building, and Mlops

Sara Robinson, Michael Munn, Valliappa Lakshmanan

408 pages • missing pub info (editions)

nonfiction art business computer science science informative medium-paced
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The design patterns in this book capture best practices and solutions to recurring problems in machine learning. The authors, three Google engineers, catalog proven methods to help data scientists tackle common problems throughout the ML process. ...

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