Lecture 2: Supervised learning

Supervised learning problem statement, data sets, hypothesis classes, loss functions, basic examples of supervised machine learning models, adding non-linearity.

Videos

  • Introductory video
  • Main lecture video

Slides

  • Introductory slides
  • Main lecture slides

Lecture Notes

Accompanying notes for this lecture can be found here.