Private Tutoring: Topics in Machine Learning and Computer Science

Private Tutoring, Zoom, 2020

I tutor a small number of young people (middle- or high-school age) who are interested in machine learning and computer science.

I use original and freely available material, some of which is available online:

  • unfinished-micrograd, forked from micrograd, with essential code removed for students to implement.
  • tic_tac_toe, a Q-learning agent learns to play tic-tac-toe in 500 lines.
  • CMSC 16100, by Stuart Kurtz, used with permission. These excellent lecture notes on the Haskell programming lectures are normally taught as an honors course at the college level.