Overview

This course introduces diffusion models, a family of machine learning models that have recently shown strong results in image generation. Diffusion models are inspired by concepts from physics, especially thermodynamics, and have become popular across research and industry. They power many state-of-the-art image generation tools on Google Cloud. The course explains the core theory behind diffusion models and shows you how to train and deploy them on Vertex AI.

Syllabus

Introduction to Image Generation

  • Introduction to Image Generation
  • Introduction to Image Generation: Quiz

Your Next Steps

Guidance on continuing your learning with diffusion models and Vertex AI.

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