The class site is at http://www.anishathalye.com/mathematics-of-deep-learning/

I'll be uploading lecture videos at some point and linking to them from here. If you're going through the material (slides, notes, and Jupyter notebooks) in this repository independently, I highly recommend either watching the lecture videos or reading through the presenter notes while reading the slides.

• Introduction (00-xx)
• Key ideas, part 1 (01-xx)
  • Program search
  • Gradient descent
  • Computational graphs
  • Backpropagation
• Key ideas, part 2 (02-xx)
  • Search spaces
• Hands-on (03-xx)
  • Adversarial examples
  • Transfer learning

All rights reserved. Please do not copy or redistribute without permission.