Welcome!

This unit is designed to give CS students with some Python/Java programming experience a theoretical and experiential introduction to Machine Learning concepts. It is being developed as a pilot for a 5-8 day unit, to be presented to students at the end of the 2022-2023 school year.

Schedule

1. AlphaGo - Google, Machine Learning
2. AlphaGo, Day 2
3. AI & ML - Orientation, Vocabulary, Examples
4. Using a Neural Network - Bird or Not?
5. Creating a Neural Network - Use your own data
6. The Perceptron, and Worksheet [PDF]
7. Coding a Perceptron, Coding a Feedforward Neural Network
8. Backpropogation
9. Coded Bias - Joy Buolamwini - Facial Recognition, Ethics
10. Coded Bias, Day 2