Lakshmanan, Valliappa
Machine Learning Design Patterns: Solutions to Common Challenges in Data Preparation, Model Building, and MLOps
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- ISBN 13:
- 9781098115784
- author:
- Lakshmanan, Valliappa
- format:
- Paperback / softback
- publisher:
- O'Reilly Media, Inc, USA
- language:
- English
- Publication Year:
- 2020
- Pages:
- 400
- Dimensions:
- 23.34 x 17.78 x 2.13 centimeters
- Genre:
- Computers, Artificial Intelligence, Computers,
- Condition:
- New
- Availability:
- Item usually sent within 10 working days
Description
Machine Learning Design Patterns: Solutions to Common Challenges in Data Preparation, Model Building, and MLOps
This comprehensive guide provides practical solutions to common challenges faced by machine learning practitioners. It covers essential design patterns for data representation, including numerical inputs, categorical inputs, and feature cross.
Written by Valliappa Lakshmanan, Sara Robinson, and Michael Munn, this book is ideal for anyone looking to improve their machine learning skills and tackle real-world problems.
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