Part 5: Generative Models
Understand and implement VAEs, GANs, and diffusion models for generating images and other content.
Chapters in This Part
Chapter 18: Variational Autoencoders
Autoencoders, VAEs, VQ-VAE, and latent space models....
Intermediate
Advanced
90 min
Chapter 19: Generative Adversarial Networks
GAN framework, training dynamics, and GAN variants....
Intermediate
Advanced
90 min
Chapter 20: Diffusion Models
DDPM, latent diffusion, conditioning, and flow matching....
Advanced
Expert
120 min