Course Materials

Lecture notebooks and associated resources will be kept up-to-date in this course’s public github repository.

See Moodle for GitHub classroom invite links and Gradescope links.

ML for Vision Quickstart Resources

• numpy quickstart
• Stanford’s CS231n: CNNs for Visual Recognition
  • python and numpy tutorial
  • Other well-written notes on ML fundamentals and CNNs: https://cs231n.github.io/
• https://pytorch.org/tutorials/beginner/deep_learning_60min_blitz.html