Lecture Notes

This page links to all the lecture notes.

Under Construction

This page is still under construction. In particular, nothing here is final while this sign still remains here.

  1. Introduction
  2. ML pipeline
  3. The COMPAS dataset
  4. The first six steps of the ML pipeline
  5. ML models
  6. The last four stages of the ML pipeline
  7. Fairness
  8. Taking Society Into Account
  9. Discrimation, Law and ML
  10. Feedback-loops and ML