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ML 7.4Lesson outlineLesson 4 of 8 in Module 7

More Than Two Classes

Build multi-class classifiers from binary ones, or directly with softmax, and score them.

Video in production.

Lesson outline: More Than Two Classes

In this lesson9 parts

  1. 01Ten answers instead of two
  2. 02The digits
  3. 03Two-class models, combined
  4. 04Softmax
  5. 05Which works best
  6. 06The 10 × 10 matrix
  7. 07Macro and micro
  8. 08Where it misleads
  9. 09Code, the sealed images, and what comes next

Builds on

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

Next steps: More Than Two Classes