Introduction to Image Generation with Google Cloud

This course will introduce you the concept of diffusion models. which are a class of models for machine learning that has seen a surge in popularity in the field of image generation. Based on physics and especially thermodynamics, these models have been widely used in research and industry in the last few years. They are the basis for a variety of advanced image generation models and tools that are available through Google Cloud. This course provides a thorough understanding of the theories of diffusion models, and also the practical methods of training and deployment that make use of Vertex AI. At the end of the course, you'll be able to use diffusion models in your own work.