Generative AI

Catalog description

Generative AI is a transformative technology that enables machines to create new content, such as text, images, and music, driving innovation in fields like entertainment, design, healthcare, and artificial intelligence, while reshaping creative processes and human-computer interaction. This course covers foundational concepts and advanced methods in generative AI, beginning with simple models to build essential deep learning skills using PyTorch. Course topics include autoregressive models with LSTM, GANs, VAEs, RNNs, attention and transformer, GPT, and knowledge distillation of large language models. Prerequisite(s): AIM 5007 .