Week 8: Support vector machines and nearest neighbours

Main reference

ISLR 9.1-9.3

What you will learn this week

  • Separating hyperplanes
  • Non-linear kernels
  • Really simple models using nearest neighbours
  • Regularisation methods

Lecture slides

Tutorial instructions

Instructions:

Assignments