Feature Engineering for Machine Learning: A Comprehensive Overview

Feature Engineering for Machine Learning — Online Course — Image by the author

Feature engineering is the process of using domain knowledge of the data to transform existing features or to create new variables from existing ones, for use in machine learning models.

Data in its raw format is almost never suitable for use to train machine learning algorithms. Instead, data scientists devote a substantial amount of time to…