EE 541: A Computational Introduction to Deep Learning
University of Southern California, Spring 2026
Week 1
- homework Homework 1
- lecture Deep Learning Principles and Paradigms
Week 2
- No class — Martin Luther King Jr. Day
- homework Homework 1 due
Week 3
- homework Homework 2
- lecture Python Fundamentals
- homework Homework 2 due
Week 4
- homework Homework 3
- lecture MMSE Estimation and Prediction
- homework Homework 3 due
Week 5
- homework Homework 4
- lecture Regression, Maximum Likelihood, and Information Theory
- homework Homework 4 due
Week 6
- No class — Presidents' Day
Week 7
- homework Homework 5
- lecture Classification and Logistic Regression
- homework Homework 5 due
Week 8
- homework Homework 6
- homework Homework 6 due
Week 9
- quiz Quiz 1 (Weeks 1–6)
- No class — Spring Break
Week 10
- homework Homework 7
Week 11
- lecture Backpropagation
- homework Homework 7 due
- homework Homework 8
Week 12
- lecture Training Deep Neural Networks I
Week 13
- homework Homework 8 due
- homework Homework 9
- Project Overview
Week 14
- Project Proposal Due
- homework Homework 9 due
Week 15
Week 16
- quiz Quiz 2 (Weeks 8–12)
Week 17
- Project Deliverables Due (17:00)