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

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

Michael Munn, Sara Robinson, Valliappa Lakshmanan

408 pages • paperback • 2 editions

nonfiction art business computer science science informative medium-paced

Description

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. ...