Feature engineering for machine learning: What is it?

State-of-the-art feature engineering methods and Python libraries used in data science.

Feature engineering for machine learning — Created by the author

Feature engineering is the process of transforming features, extracting features, and creating new variables from the original data, to train machine learning models.