intermediateFree
Diffusion Models Course
by Jonathan Whitaker & Hugging Face Team · Hugging Face
4.6(1,100 reviews)
60K+ enrolledSelf-pacedUpdated 2024-09
What You'll Learn
Understand the fundamentals and key concepts of diffusion models
Apply diffusion models techniques to solve real-world problems
Understand the fundamentals and key concepts of stable diffusion
Apply stable diffusion techniques to solve real-world problems
Understand the fundamentals and key concepts of generative AI
Apply generative AI techniques to solve real-world problems
About This Course
Hands-on course covering diffusion model theory, fine-tuning Stable Diffusion, guidance, and building custom pipelines.
Curriculum
Module 1: Diffusion models & Stable diffusion6 lessons
- Introduction to diffusion models
- Diffusion models in Practice
- Hands-on Exercise: Diffusion models
- Introduction to stable diffusion
- Stable diffusion in Practice
- Hands-on Exercise: Stable diffusion
Module 2: Generative AI & Image generation6 lessons
- Introduction to generative AI
- Generative AI in Practice
- Hands-on Exercise: Generative AI
- Introduction to image generation
- Image generation in Practice
- Hands-on Exercise: Image generation
Module 3: Hugging Face3 lessons
- Introduction to Hugging Face
- Hugging Face in Practice
- Hands-on Exercise: Hugging Face
Instructor
Jonathan Whitaker & Hugging Face Team
Instructor at Hugging Face
Pros & Cons
Pros
- Completely free to access
- Hands-on interactive exercises
- Taught by Jonathan Whitaker & Hugging Face Team
- Well-structured curriculum
Cons
- No certificate provided
- Self-paced requires discipline
Free
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