AI Foundations and Intelligent Systems
Core methods, models and theory underpinning intelligent systems, from classical machine learning to foundation models and autonomous agents.
- Machine Learning & Deep Learning
- Reinforcement Learning
- Foundation Models & Large Language Models
- Agentic AI & Multi-Agent Systems
- Generative AI
- Explainable AI (XAI)
- Federated Learning
- Self-Supervised & Few-Shot Learning
- AI Model Optimization
- Trustworthy and Ethical AI