Generative Artificial Intelligence

This course will provide students with a basic understanding of generative Artificial Intelligence (AI) models, their applications, and the underlying techniques used to create them. Students will learn about various generative models, such as Generative adversarial networks (GANs), Variational autoencoders (VAEs), and Transformer-based architectures like Generative Pre-trained Transformer (GPT). They will gain hands-on experience in implementing these models using popular frameworks, and apply them to a variety of tasks, including image synthesis, text generation, and creative AI applications.