W1D3 - Comparing Representations


Primary changes from the Change Proposal I submitted:

  • W1D3: Tutorial 3 can be reduced and more heavily linked to later content
  • Remove concepts more heavily associated with pure ML
  • Adversarial attacks
  • The universal approximation theorem (trim, not cut completely)
  • Perhaps also bits around double descent, which comes up twice
  • W1D3: Rep Geometry and Noise, candidate for removal (and replace DSA bonus material in this section)
  • However, definitely keep the Random Projections part of Tutorial 4 and perhaps join it with DSA in a rewrite
  • Things removed from tutorial 4, rewatch intro video and mark potential "cut points" for video trimming (also required due to long content - 55 mins)