CSE 3207 : Artificial Intelligence

Course Overview

CSE 3207: Artificial Intelligence introduces foundational AI concepts, knowledge representation, reasoning, perception, and basic machine learning.
Sessions Conducted:

• CSE 3207 (Spring 2022)
• CSE 3208 Sessional (Spring 2022, Fall 2022)
  with Professor Dr. S.M.A. Al-Mamun.

Syllabus Highlights

1. Survey of Basic AI Concepts and Controversies
2. Knowledge Representation and Reasoning
   • Propositional and first-order predicate logic
   • Handling inconsistencies and uncertainties
   • Structured representation
3. Knowledge Organization and Manipulation
   • Search and control strategies
   • Game playing
   • Planning
   • Decision making
4. Perception and Communication
   • Natural language processing
   • Visual image understanding
5. Knowledge Acquisition (Machine Learning)
6. Introduction to Knowledge-Based Systems (Expert Systems)
7. Basic Machine Learning Algorithms
   • Backpropagation technique
   • Linear classifiers
   • Clustering algorithms