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Hands-On Automated Machine Learning
book

Hands-On Automated Machine Learning

by Sibanjan Das, Umit Mert Cakmak
April 2018
Beginner to intermediate content levelBeginner to intermediate
282 pages
6h 52m
English
Packt Publishing
Content preview from Hands-On Automated Machine Learning

Core components of AutoML systems

In this section, you will review the following core components of AutoML systems:

  • Automated feature preprocessing
  • Automated algorithm selection
  • Hyperparameter optimization

Having a better understanding of core components will help you to create your mental map of AutoML systems.

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Publisher Resources

ISBN: 9781788629898Supplemental Content