Lecture 5: Preprocessing and sklearn pipelines

Preprocessing and sklearn pipelines

Slides

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Outline

  • Recap
  • Preprocessing motivation
  • Common transformations in sklearn
  • sklearn transformers vs. Estimators
  • The golden rule in the feature transformations
  • sklearn pipelines