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Building Machine Learning Powered Applications Going From Idea to Product [Ebook PDF]

$5 $67.00


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ConditionNew
BrandPDF,EPUB,MOBI
Category Books / Other
Sold By Easyreading   Verified Seller
In Stock 4
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Available In USA , Asia Pacific , Sub-Saharan Africa , North Africa and the Middle East , Europe , Latin America and the Caribbean , North America , Oceania
Expiring On Jul 31, 2020

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Attention: Digital Books. We DO NOT sell the paper version of the book.
This is NOT a physical book, it is an eBook in PDF/EPUB/MOBI formats.

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File Formats : PDF , EPUB , MOBI


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Learn the skills necessary to design, build, and deploy applications powered by machine learning (ML). Through the course of this hands-on book, you’ll build an example ML-driven application from initial idea to deployed product. Data scientists, software engineers, and product managers—including experienced practitioners and novices alike—will 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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