Introduction to Feature Engineering

In this article, we will be learning about an important step in the machine learning process: feature engineering.

Table of ContentsIntroductionInstallation/SetupLoading the DatasetFeature Generation and TransformationMathematical TransformsParsing Complex Data TypesBinningScalingDetermining Feature Importance Using Mutual InformationTesting and ResultsConclusionIntroduction

The goal of feature engineering is to make data better for the problem you are trying to solve using mach...