The course content addresses the following topics:
- The evolution of Artificial Intelligence
- Search and planning
- Learning paradigms
- Neural network intuition
- Generalisation and failure modes
- Seeing the world: computer vision
- Acting in the world: robotics and control
- Language and generative models
- Evaluation, ethics, and policy