Artificial Intelligence & Workshop
- Introduction to AI, What is AI and history of AI
- Intelligent Agents, Environments
- Problem Solving, Search Formulation, Search Methods
- Informed Search
- Game Playing and Alpha Beta Search
- Constraint Satisfaction Problems
- Knowledge Based Agents, Logic
- First Order Logic
- Inference in First Order Logic, Forward Chaining, Backward Chaining
- Planning
- Uncertaianty
- Learning, Evidence based learning
- Belief Networks
- Neural Networks
- Introduction to Expert Systems
- Natural Language Learning