Introduction to Image Generation

This course introduces diffusion models, a family of machine-learning models inspired by thermodynamics and used for image generation. You’ll learn the core theory behind how diffusion models work, explore real-world use cases, and understand recent advancements such as text-to-image generation. The course includes learnings on unconditioned diffusion models and how to train and deploy these models using Vertex AI.

• Understand how diffusion models work
• Examine real use-cases for diffusion models
• Investigate unconditioned diffusion models
• Explore advancements in diffusion models (text-to-image)