Machine Learning Design Patterns: Solutions to Common Challenges in Data Preparation, Model Building, and MLOps by Valliappa Lakshmanan
Machine Learning Design Patterns: Solutions to Common Challenges in Data Preparation, Model Building, and MLOps
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Valliappa Lakshmanan
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Machine Learning Design Patterns: Solutions to Common Challenges in Data Preparation, Model Building, and MLOps

Valliappa Lakshmanan with Sara Robinson, Michael Munn

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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