Activities

Reflection 4

This assignment should be turned in on Moodle. This reflection is a bit different from previous ones: it’s systematic and objective. Consider it a check-in of what you have achieved in the first third (approximately) of the semester.

Lab 2: Pull the Chain

Understand backprop and gradient descent using physical analogies

Homework 1

Suppose that you have been contracted by a restaurant marketing firm to evaluate the potential of using AI to help them categorize photos of their clients' restaurants. Build and evaluate a classifier to determine if a photo is taken of the inside vs outside of a restaurant.

Reflection 2

This assignment should be turned in on Moodle. Your second weekly reflection should include a summary and self-evaluation of your learning since the first weekly reflection. As we discussed on Monday 2/15 (slides), your summary should be specific and point to evidence.

Lab 1

Try out some variations on a classification model.

Lab 0: Warmup

Get set up, get comfortable, and start working together.