Course overview
This course covers the mathematical foundations of generative artificial intelligence as well as modern approaches using deep learning to generate synthetic media.
- Foundations
- Deep Genai
- State-Of-The-Art
Course learning outcomes
- Describe modern generative AI techniques and connect it with the underlying mathematical principles
- Demonstrate an understanding of how deep learning is used in generative AI and how it can be deployed in real-world applications
- Demonstrate skills in deploying generative algorithms using computer programming of both traditional and modern techniques
- Apply mathematical techniques to solve a variety of problems that underly generative AI at an appropriate level of difficulty
- Demonstrate skills in communicating about generative AI using both mathematics and English, including ethical considerations