Machine Learning Engineering in Action Paperback - 2022
by Wilson, Ben
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- Paperback
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Details
- Title Machine Learning Engineering in Action
- Author Wilson, Ben
- Binding Paperback
- Condition New
- Pages 576
- Volumes 1
- Language ENG
- Publisher Manning
- Publication date 2022-04-26
- Bookseller's Inventory # DADAX1617298719
- ISBN 9781617298714 / 1617298719
- Weight 2.09 lbs (0.95 kg)
- Dimensions 9.32 x 7.42 x 1.08 in (23.67 x 18.85 x 2.74 cm)
- Size 7.38x1.00x9.25
- Category Computers - General Information
- Library of Congress subjects Machine learning, Computer engineering
- Library of Congress Catalogue Number 2022288130
- Dewey Decimal Code 006.31
- Quantity available 6
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From the publisher
From the rear cover
Machine Learning Engineering in Action is a roadmap to delivering successful machine learning projects. It teaches you to adopt an efficient, sustainable, and goal-driven approach that author Ben Wilson has developed over a decade of data science experience. Every method in this book has been used to solve a breakdown in a real-world project, and is illustrated with production-ready source code and easily reproducible examples.
You'll learn how to plan and scope your project, manage cross-team logistics that avoid fatal communication failures, and design your code's architecture for improved resilience. You'll even discover when not to use machine learning--and the alternative approaches that might be cheaper and more effective. When you're done working through this toolbox guide, you will be able to reliably deliver cost-effective solutions for organizations big and small alike.
You'll learn how to plan and scope your project, manage cross-team logistics that avoid fatal communication failures, and design your code's architecture for improved resilience. You'll even discover when not to use machine learning--and the alternative approaches that might be cheaper and more effective. When you're done working through this toolbox guide, you will be able to reliably deliver cost-effective solutions for organizations big and small alike.