Building Machine Learning Powered Applications
Language: English
Published by O'Reilly Media, 2020
- Softcover
- New
Seller: PBShop.store US, Wood Dale, IL, U.S.A.PBShop.store US
AbeBooks seller since April 7, 2005
Condition: New
US$ 49.90
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Add to basketItem description from seller
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Seller Inventory # WO-9781492045113
- Title
- Building Machine Learning Powered Applications
- Author
- Emmanuel Ameisen
- Publisher
- O'Reilly Media
- Publication year
- 2020
- Condition
- New
- Binding
- PAP
- Language
- English
- ISBN 10
- 149204511X
- ISBN 13
- 9781492045113
- Item weight
- 489 grams
Learn the skills necessary to design, build, and deploy applications powered by machine learning (ML). Through the course of this hands-on book, youâÂÂll build an example ML-driven application from initial idea to deployed product. Data scientists, software engineers, and product managersâÂÂincluding experienced practitioners and novices alikeâÂÂwill learn the tools, best practices, and challenges involved in building a real-world ML application step by step.
Author Emmanuel Ameisen, an experienced data scientist who led an AI education program, demonstrates practical ML concepts using code snippets, illustrations, screenshots, and interviews with industry leaders. Part I teaches you how to plan an ML application and measure success. Part II explains how to build a working ML model. Part III demonstrates ways to improve the model until it fulfills your original vision. Part IV covers deployment and monitoring strategies.
This book will help you:
- Define your product goal and set up a machine learning problem
- Build your first end-to-end pipeline quickly and acquire an initial dataset
- Train and evaluate your ML models and address performance bottlenecks
- Deploy and monitor your models in a production environment
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About the Author
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PBShop.store US
Wood Dale, IL, U.S.A.
AbeBooks seller since April 7, 2005
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