This course is an introduction to Rectified Flow and Stable Diffusion 3.5 for people who want to understand how modern diffusion models work in practice. We cover the key background ideas, then go through the main concepts behind Rectified Flow and Stable Diffusion 3.5, including architecture and sampling, and implement the core pieces from scratch.