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Computer Science/Information Technology
> CS607
CS607
:
Artificial Intelligence
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Course Info
Course Category
Computer Science/Information Technology
Course Level
Undergraduate
Credit Hours
3
Pre-requisites
CS502
Instructor
Dr. Zafar Alvi
PHD (EE)
University of Bradford
Course Contents
Introduction , History and Evolution of Artificial Intelligence Problem Solving DFS, BFS and Progressive Deepening Heuristically Informed Searches Best First Search Adversarial Search Genetic Algorithm Problems Eight Queens Problem Knowledge Representation and Reasoning Formal KR techniques Reasoning and Resolution Expert System & Forward Chaining, Backward Chaining CLIPS Integrated Development Environment Design of expert systems Handling uncertainty with fuzzy systems Fuzzy Set Representation, Fuzzy Inference System Machine Learning Version Space and Searching Candidate Elimination Algorithm Decision Trees Learning Multiple layers of Perceptrons Supervised and Un-supervised Searches Computer Vision an Clustering