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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

Numerical data transformation

The following are some of the most widely-used methods to transform numerical data:

  • Scaling
  • Missing values
  • Outliers

The techniques shown here can be embedded in functions that can be directly applied to transform numerical data in an AutoML pipeline.

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Publisher Resources

ISBN: 9781788629898Supplemental Content