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Day 25: Feature Engineering Explained (Missing Values & Target Encoding) | Part 1 | 120-Day Series
Introduction to Feature-engine
Recursive feature addition with Feature-engine
Doing Data Science: Target Encoding
Encoding Technique in Machine Learning | Label, OHE, Ordinal, Target, Frequency & Custom Encoder
Feature Encoding in Machine Learning | Label Encoding | One-Hot Encoding | Frequency Encoding
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Last Updated: September 29, 2026
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Summary
You probably heard that you can replace categorical variables by the In theory, discrete variables, or A lot of machine learning algorithms can not deal with categorical data ( "favorite color" or "country code") directly. As a result ... In this video, we demonstrate the Recursive Feature Addition method using This is a video response to Underfitted's youtube.com/watch?v=m6mKAqbx6oY video on Struggling with categorical variables in your machine learning models? This video has you covered! In this tutorial, we'll ... Welcome to Lesson 8 of our Aircraft
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