Discover how diffusion models work and learn to build them from the ground up. From the mathematics behind image generation to hands-on PyTorch implementations, this book guides you through training, fine-tuning and deploying powerful generative AI systems. Gain the knowledge and practical skills to engineer diffusion models of your own, from first principles to production.