10 hrs
On-demand video
PyTorch
Hands-on code
From Scratch
Theory → Practice
What You'll Learn
- How diffusion models work, from first principles
- Implementing diffusion models from scratch using PyTorch
- Reproducing the original diffusion paper step-by-step
- Image generation using diffusion techniques
- Inpainting with diffusion models
- Understand the internal working principles of Stable Diffusion
- Understanding impactful and recent diffusion research papers
Who This Course Is For
- Engineers and programmers wanting real implementation skills
- Students and researchers studying generative models
- Entrepreneurs, CEOs, CTOs exploring AI in industry
- ML enthusiasts wanting to understand diffusion deeply
Prerequisites
- Basic programming experience
- Basic machine learning knowledge
What Students Say About This Diffusion Models Course
This course on Diffusion Models has already helped 1,800+ students worldwide. With 250+ verified ratings and a ⭐ 5/5 median rating, it has become a trusted resource for learners interested in generative AI and diffusion models.
