# Week 11: Diffusion Models

Denoising diffusion probabilistic models, and classifier and classifier-free guidance.

## Lectures

1. [Diffusion Models and DDPMs, Part 1](<../notebooks/Week 11/W11_L1_Diffusion_Models_and_DDPM_Part1.ipynb>)
2. [Diffusion Models and DDPMs, Part 2](<../notebooks/Week 11/W11_L2_Diffusion_Models_and_DDPM_Part2.ipynb>)
3. [Classifier and Classifier-Free Diffusion Guidance](<../notebooks/Week 11/W11_L3_Classifier_and_Classifier_Free_Guidance.ipynb>)