CSE 3207 : Artificial Intelligence

Syllabus for CSE 3207 and it’s corresponding sessional course CSE 3208:

Survey of Basic AI Concepts and Controversies
Knowledge Representation and Reasoning:
- Propositional and first-order predicate logic
- Handling inconsistencies and uncertainties
- Structured representation
Knowledge Organization and Manipulation:
- Search and control strategies
- Game playing
- Planning
- Decision making
Perception and Communication:
- Natural language processing
- Visual image understanding
Knowledge Acquisition (Machine Learning)
Introduction to Knowledge-Based Systems (Expert Systems)
Basic machine learning algorithms
- Back Propagation Technique
- Linear Classifiers
- Clustering Algorithms

Last updated on Nov 8, 2022