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

Machine Learning Design Patterns: Solutions to Common Challenges in Data Preparation, Model Building, and MLOps
Valliappa Lakshmanan, Sara Robinson, Michael Munn
Page: 400
Format: pdf, ePub, mobi, fb2
ISBN: 9781098115784
Publisher: O'Reilly Media, Incorporated
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 Machine Learning Design Patterns: Solutions to Common These design patterns codify the experience of hundreds of experts into straightforward, approachable advice. In this book, you will find detailed explanations of 30 patterns for data and problem representation, operationalization, repeatability, reproducibility, flexibility, explainability, and fairness.

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