Homework 4

Neural Networks

Learning Objectives

• Develop intuition for neural network architectures and how backpropagation works

• Practice with neural network training and evaluation implementation in PyTorch

• Consider practical deployment concerns in medical AI models

Tip

If you are uncertain or have questions about any portion of the homework, please do come to my office hours, Bhargavi’s TA hours, or reach out on Ed!

Note

This homework is due Monday 4/13 at 11:59pm.

• Part 1: Foundations

• Part 2: Predictions