MOOC List is learner-supported. When you buy through links on our site, we may earn an affiliate commission.
MOOC List is learner-supported. When you buy through links on our site, we may earn an affiliate commission.
What you'll learn
- Learn the key models for Generative AI, including ChatGPT and the Transformer for text, and the GAN and the Diffusion Model for images.
- Develop a strong theoretical foundation and practical math skills for Generative AI
- Understand the capabilities and limitations of Generative AI
Syllabus
Generative Model
Module 1
Welcome to "Introduction to Generative AI." This first week, you will learn about the basics of a Generative Model.
Generative Adversarial Network (GAN)
Module 2
This week, you will learn about the Generative Adversarial Network, the first successful deep learning approach to generating realistic looking images, which started a new wave of generative AI research.
Language Model
Module 3
This week, you will learn about Language Models for Generative AI, including Transformer and ChatGPT.
Image Model
Module 4
This week, you will learn about Image Models for Generative AI, from basic probabilistic models to state-of-the art Diffusion Models.
MOOC List is learner-supported. When you buy through links on our site, we may earn an affiliate commission.
MOOC List is learner-supported. When you buy through links on our site, we may earn an affiliate commission.