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Designing Machine Learning Systems: An Iterative Process for Production-Ready Applications 1st Edition

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$37.00
O’Reilly Media

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978-1098107963

Chip Huyen

Paperback

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Machine learning systems are both complex and unique. Complex because they consist of many different components and involve many different stakeholders. Unique because they’re data dependent, with data varying wildly from one use case to the next. In this book, you’ll learn a holistic approach to designing ML systems that are reliable, scalable, maintainable, and adaptive to changing environments and business requirements.

Format

Paperback

Edition

1st

Pages

386 pages

Item Weight

1.36 pounds

Dimensions

7 x 0.8 x 9.19 inches

ISBN-10

1098107969

ISBN-13

978-1098107963

Reviews

  1. Kenneth Holder

    This book is a fantastic read and covers systems design thinking and best practices behind machine learning rather than just tool-specific procedural knowledge.

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