Applied Machine Learning with Python

To write the machine learning and deep learning applications that create your business edge
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Applied Machine Learning with Python

Hamidreza Sattari

To write the machine learning and deep learning applications that create your business edge

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Book Details

ISBN 139781788297066
Paperback274 pages

Book Description

When a developer applies machine learning in the real world, he needs how machine learning projects are conducted from soup to nuts, from the moment data have to be prepared for machine learning projects, up to the possibilities presented by deep learning libraries. Selections of machine learning algorithms are usually presented in beginners books, but then the context in which they are being used tends to be missing. This book is meant as a follow-up to introductory books on machine learning, and it will fill gaps like the preparation of machine learning data for ML projects, the variety and strengths of machine learning libraries, and how projects using neural networks and deep learning algorithms are actually executed. In other words, this book embeds what has been learned in theory and in small projects, in the real-world.

Table of Contents

What You Will Learn

  • Data Integration for machine learning projects
  • Data processing for machine learning projects
  • Develop a full appreciation for neural networks and deep learning
  • Learn to choose between machine learning libraries
  • Use distributed machine learning, e.g.Spark MLib, when appropriate

Authors

Table of Contents

Book Details

ISBN 139781788297066
Paperback274 pages
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