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Feature Engineering Made Easy Cover

Feature Engineering Made Easy

Identify unique features from your dataset in order to build powerful machine learning systems

Publisher:Packt Publishing Limited
By: Sinan Ozdemir and  Divya Susarla  
Paid access
|Feb 2018
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Table of Contents

  1. Introduction to Feature Engineering
  2. Feature Understanding - What's in My Data?
  3. Feature Improvement - Cleaning Datasets
  4. Feature Construction
  5. Feature Selection
  6. Feature Transformations
  7. Automatic Construction of Features
  8. Case Studies
PDF ISBN: 978-1-78728-647-4
Publisher: Packt Publishing Limited
Copyright owner: © 2018 Packt Publishing Limited
Publication date: 2018
Language: English
Pages: 316
Related subjects:
Computer sciences,
Databases and data mining

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