Schedule

Event

Date

Description

Course Material
Lecture

02/17/2025
Monday

Overview
[slides] [rednote] [public version video]

Course Project 1 Release
Assignment

02/17/2025
Monday

Assignment #0 - Introduction released!

[Assignment #0 - Introduction]
Assignment

02/17/2025
Monday

Coding Project #1 - Backpropagation released!

[Coding Project #1 - Backpropagation]
Lecture

02/24/2025
Monday

Supervised Learning 1
[slides] [rednote] [public version video]

Course Project 2 Release
Assignment

02/24/2025
Monday

Coding Project #2 - Image Classification released!

[Coding Project #2 - Image Classification]
Due

03/01/2025 23:59
Saturday

Assignment #0 due
Lecture

03/03/2025
Monday

Supervised Learning 2
[slides] [rednote] [public version video]
Assignment

03/03/2025
Monday

Assignment #1 - Supervised Leanring released!

[Assignment #1 - Supervised Leanring]
Due

03/03/2025 23:59
Monday

Coding Project #1
Lecture

03/10/2025
Monday

Energy-Based Model
[slides] [rednote] [public version video]
Assignment

03/10/2025
Monday

Assignment #2 - Energy-based Model released!

[Assignment #2 - Energy-based Model]
Due

03/10/2025 23:59
Monday

Assignment #1 due
Lecture

03/17/2025
Monday

Variational Autoencoder
[slides] [public version video]
Assignment

03/17/2025
Monday

Assignment #3 - Variational Autoencoder released!

[Assignment #3 - Variational Autoencoder]
Assignment

03/17/2025
Monday

Coding Project #3 - EBM & (GAN/VAE) released!

[Coding Project #3 - EBM & (GAN/VAE)]
Assignment

03/17/2025
Monday

Coding Project #4 2024 - Text Generation and Reading Comprehension released!

[Coding Project #4 2024 - Text Generation and Reading Comprehension]
Due

03/17/2025 23:59
Monday

Assignment #2 due
Due

03/18/2025 23:59
Tuesday

Coding Project #2
Lecture

03/24/2025
Monday

Generative Adversarial Network
[slides] [public version video]
Assignment

03/24/2025
Monday

Assignment #4 - Generative Adversarial Network released!

[Assignment #4 - Generative Adversarial Network]
Due

03/24/2025 23:59
Monday

Assignment #3 due
Lecture

03/31/2025
Monday

Normalizing Flow & Score-Based Model
[slides] [public version video]
Assignment

03/31/2025
Monday

Assignment #5 - Normalizing Flow & Score-Based Model released!

[Assignment #5 - Normalizing Flow & Score-Based Model]
Due

03/31/2025 23:59
Monday

Assignment #4 due
Lecture

04/07/2025
Monday

Sequence Modeling
[slides] [public version video]
Assignment

04/07/2025
Monday

Assignment #6 - Sequence Modeling released!

[Assignment #6 - Sequence Modeling]
Due

04/07/2025 23:59
Monday

Coding Project #3
Due

04/07/2025 23:59
Monday

Coding Project #4 2024
Due

04/07/2025 23:59
Monday

Assignment #5 due
Lecture

04/14/2025
Monday

Sequence Modeling 2
[slides]
Assignment

04/14/2025
Monday

Assignment #7 - Sequence Modeling 2 released!

[Assignment #7 - Sequence Modeling 2]
Due

04/14/2025 23:59
Monday

Assignment #6 due
Lecture

04/21/2025
Monday

Morden Language Models
[slides]
Due

04/21/2025 23:59
Monday

Assignment #7 due
Lecture

04/28/2025
Monday

Structures in Deep Learning
[slides]