CSC 525: Artificial Intelligence & Knowledge based System

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

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.

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Course Type Major
Credit Hour 3
Lecture Hour 45
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