Institutional Learning Outcomes: Knowledge Students investigate non-deterministic computer algorithms that are used in wide application areas but cannot be written in pseudo programming languages. Non-deterministic algorithms have been known as topics of machine learning or artificial intelligence. Students are introduced to the use of classical artificial intelligence techniques and soft computing techniques. Classical artificial intelligence techniques include knowledge representation, heuristic algorithms, rule-based systems, and probabilistic reasoning. Soft computing techniques include fuzzy systems, neural networks, and genetic algorithms. Students will be able to connect and apply a depth and breadth of knowledge in Artificial Intelligence to a wide domain of complex problems beyond Computing Science. Recommended Requisites: STAT 2000 with a C or better and MATH 2120 with a C or better or MATH 2121 with a C or better and COMP 2230 with a C or better or COMP 2231 with a C or better and MATH 1650 with a C or better or MATH 1651 with a C or better Exclusion: Students cannot receive credit for both COMP 3710 and COMP 3711
Institutional Learning Outcomes: Knowledge Students investigate non-deterministic computer algorithms that are used in wide application areas but cannot be written in pseudo programming languages. Non-deterministic algorithms have been known as topics of machine learning or artificial intelligence. Students are introduced to the use of classical artificial intelligence techniques and soft computing techniques. Classical artificial intelligence techniques include knowledge representation, heuristic algorithms, rule-based systems, and probabilistic reasoning. Soft computing techniques include fuzzy systems, neural networks, and genetic algorithms. Students will be able to connect and apply a depth and breadth of knowledge in Artificial Intelligence to a wide domain of complex problems beyond Computing Science. Recommended Requisites: STAT 2000 with a C or better and MATH 2120 with a C or better or MATH 2121 with a C or better and COMP 2230 with a C or better or COMP 2231 with a C or better and MATH 1650 with a C or better or MATH 1651 with a C or better Exclusion: Students cannot receive credit for both COMP 3710 and COMP 3711
