Glossary: Unsupervised Learning

ColumnTransformer

A scikit-learn tool that applies different preparation steps to different columns, such as log-and-scale for money and plain scaling for the rest. It can combine these steps into one reusable preparation step, like the `prep` used for the Kettle & Crane customer data.