Week 1 is built around video lectures rather than primary literature, so there are no PDFs to host here. Resources used in the week are listed for reference.
All PDFs link to raw.githubusercontent.com; clicking will download the file directly. Source links go to the canonical version on arXiv, the journal, or the publisher.
The week's resources are all video material:
- 3Blue1Brown — But what is a neural network? (Sub-Lesson 1.4)
- 3Blue1Brown — Gradient descent (Sub-Lesson 1.4)
- 3Blue1Brown — What is a transformer? (Sub-Lesson 1.6)
- 3Blue1Brown — Attention in transformers (Sub-Lesson 1.6)
- Jonathan Shock — A lightning tour of AI (UCT seminar, Sub-Lesson 1.3)
Primary academic literature begins in Week 2.