This course offers an in-depth exploration of generative artificial intelligence techniques and models. Students will learn foundational principles and advanced methodologies for creating AI systems that generate data, including text, images and multi-modal data. The course focuses on both theoretical understanding and practical implementation. Emphasis will be placed on large generative models, diffusion models, transformers, and ethical considerations in content generation.
- Instructor: Aniruddha Maiti