Machine Learning: Hands-On for Developers and Technical Professionals

The book Machine Learning: Hands-On for Developers and Technical Professionals contains a breakdown of each ML variant, explaining how it works and how it is used within certain industries, allowing readers to incorporate the presented techniques into their own work as they follow along.

Machine Learning: Hands-On for Developers and Technical Professionals

Bell, Jason

John Wiley & Sons

2015

Abstract

The book Machine Learning: Hands-On for Developers and Technical Professionals contains a breakdown of each ML variant, explaining how it works and how it is used within certain industries, allowing readers to incorporate the presented techniques into their own work as they follow along.

The contents of the book include 12 chapters:

+ Chapter 1 What Is Machine Learning?

+ Chapter 2 Planning for Machine Learning

+ Chapter 3 Working with Decision Trees

+ Chapter 4 Bayesian Networks

+ Chapter 5 Artificial Neural Networks

+ Chapter 6 Association Rules Learning

+ Chapter 7 Support Vector Machines

+ Chapter 9 Machine Learning in Real Time with Spring XD

+ Chapter 10 Machine Learning as a Batch Process

+ Chapter 11 Apache Spark

+ Chapter 12 Machine Learning with R

Citation

Bell, Jason. Machine Learning: Hands-On for Developers and Technical Professionals. John Wiley & Sons, 2015.

Collection

Bộ sưu tập Lĩnh vực Cơ khí

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