Knowledge Graph — Coursera Notes › Academic disciplines › Information Technology / Computer Science › Artificial Intelligence › Machine Learning & Data › Data preprocessing

One-hot encoding

concept · part of Data preprocessing

A technique to convert categorical variables into binary columns for machine learning models.

pd.get_dummies with drop_first=True avoids multicollinearity by dropping the first category.

Connections

Used for Data preprocessing

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