Generative AI Models and GPU Systems

This course explores the foundations and evolution of modern generative deep learning systems, taking you from latent representation learning to advanced diffusion architectures and scalable GPU deployment strategies. Combining strong conceptual depth with practical demonstrations, this course provides a structured journey through generative modeling paradigms, architectural innovations, and production-ready optimization techniques. You will begin by understanding Autoencoders and Variational Autoencoders (VAEs), examining how neural networks learn compressed latent representations and struct…