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ML 7.6Lesson outlineLesson 5 of 8 in Module 7

Support Vector Machines

Choose the separating plane with the widest margin, and see C as the tolerance for violations.

Video in production.

Lesson outline: Support Vector Machines

In this lesson12 parts

  1. 01Many lines separate them
  2. 02The tumors again
  3. 03What to beat
  4. 04The widest margin
  5. 05The support vectors decide it
  6. 06Hard margin, then soft
  7. 07Hinge loss
  8. 08What C does
  9. 09Choosing C
  10. 10Where it misleads
  11. 11Code
  12. 12Recap, your challenge, and what comes next

Builds on

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

Next steps: Support Vector Machines