CAP 4630 - Artificial Intelligence

Credits: 3

Prerequisites: STA 2023 - Statistics 1 OR STA 3032 Probability and Statistics; COP 3530 - Data Structures & Algorithms OR COP 4415 - Data Structures and COP 4531 - Algorithm Design & Analysis.
Course Description: This course covers fundamental concepts such as search and knowledge representation and applied work in areas such as planning, game playing, and vision. Topics included: logical reasoning, constraint satisfaction problems, graph search algorithms, Bayes rule, Bayesian networks, multi-agent system, neural networks, decision trees, and natural language processing.