5 building blocks and models in the feature engineering category.
Extract features from raw data (embeddings, encodings)
Select relevant features, reduce dimensionality
Centralized repository for feature management
One-hot, label, or target encoding
StandardScaler, MinMaxScaler, RobustScaler