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ML 8.3Lesson outlineLesson 3 of 7 in Module 8

Scaling and Transforming Features

Know which models need scaled features, and which transform fixes a skewed one.

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Lesson outline: Scaling and Transforming Features

In this lesson9 parts

  1. 01Square feet and years
  2. 02Which house is nearest?
  3. 03Which models care
  4. 04Three scalers
  5. 05A skewed feature
  6. 06A skewed target
  7. 07Judged in dollars
  8. 08Where it misleads
  9. 09Code, recap, and what comes next

Builds on

This lesson stands on its own. These go deeper into what it uses.

Next steps: Scaling and Transforming Features