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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

Where is linear regression used?

Linear regression has many practical use cases, and most of them fall into one of the following two broad kinds:

  • If the goal is either a prediction or forecasting, it can be used to build a predictive model to a recognized dataset of dependent and independent values
  • If the goal is to determine the strength of a relationship between the target and predictor variables, it can be applied to quantify the change in Y for a given value of X
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Publisher Resources

ISBN: 9781788629898Supplemental Content