This introductory course offers a comprehensive exploration of Generative AI, including Transformers, ChatGPT for generating text, and Generative Adversarial Networks (GANs), the Diffusion Model for generating images. By the end of this course, you will gain a basic understanding of these Generative AI models, their underlying theories, and practical considerations. You will build a solid foundation and become ready to dive deeper into more advanced topics in the next course.
Motivation of Studying GAN
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Skills You'll Learn
Generative Adversarial Network, Diffusion Model, Generative AI, GPT, Transformer Model
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From the lesson
Generative Adversarial Network (GAN)
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.
Taught By
Tom Yeh
Associate Professor