CSC 525: Artificial Intelligence & Knowledge based System

Offered Under: M.Sc. in Computer Science (CSC)
Description

Overview of AI, general concepts of knowledge, AI programming languages; knowledge representation; Intelligent Agents; Agents that reason logically, Inference in First order Formalized symbolic logic, inconsistencies and uncertainties, probabilistic reasoning, structured knowledge, object oriented representation; Search strategies and game planning, matching techniques, knowledge organization and management. Introduction to selected topics in AI; Natural language processing, pattern recognition, computer vision, expert system, artificial neural networks, robotics. Knowledge Acquisition; General concept, learning and automata, generic algorithms, induction, analogical explanation.


Prerequisites:
  • None

Course Type Major
Credit Hour 3
Lecture Hour 45
Expected Outcome(s):

Suggested Books:

Grading Policy: