7 of the Most Used Feature Engineering Techniques

Hands-on Feature Engineering with Scikit-Learn, Tensorflow, Pandas and Scipy

Dominik Polzer

Published in

Towards Data Science

37 min readJan 9, 2023

7 of the most used Feature Engineering Techniques — Image by the author

Table of content

Introduction
1. Encoding
  1.1 Label Encoding using Scikit-learn
  1.2 One-Hot Encoding using Scikit-learn, Pandas and Tensorflow
2. Feature Hashing
  2.1 Feature Hashing using Scikit-learn
3. Binning…

7 of the Most Used Feature Engineering Techniques

Hands-on Feature Engineering with Scikit-Learn, Tensorflow, Pandas and Scipy

Table of content

Written by Dominik Polzer