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Glossary: ML Basics

Pipeline

Also written: pipelines

A chain of preparation steps and a model that acts as one estimator. It fits every step on training data only, so preparation can't leak.

Where the book teaches it

Related terms

make_pipelineColumnTransformerPreprocessing leakage