Stop Using Pandas get_dummies() for Feature Encoding

Essential guide to Pandas get_dummies() and Sklearn One-hot Encoder

Satyam Kumar
Towards Data Science
4 min readAug 11, 2021

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Image by Mediamodifier from Pixabay

Machine learning algorithms require the input data source in a specific format of numerical vectors. Feature engineering is an important component of a data science model development life cycle, which refers to converting the raw data to numerical format fit for…

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