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CECS 229 - Discrete Structures
Undergraduate Course, California State University Long Beach, Fall 2022
This is a course in computing applications of discrete structures. Topics include applications of computer arithmetic and matrices in computer systems. Programming assignments in Python was provided.
CECS 451 - Artificial Intelligence
Undergraduate Course, California State University Long Beach , Spring 2023
Introduction to the history and implementation of artificial intelligence agents. Topics include search, constraint satisfaction, game-playing, logical agents, belief networks, optimal sequential decision systems. Project implementation.
CECS 456 - Machine Learning
Undergraduate Course, California State University Long Beach , Fall 2022, Spring 2023
An introduction to machine learning and its applications, including supervised, unsupervised learning and deep learning. Main topics include regression, classification and neural networks. Programming assignments.
CECS 550 - Pattern Recognition
Graduate Course, California State University Long Beach , Spring 2023
General concepts of pattern recognition and trainable classifiers, decision theory, supervised learning, non-parametric techniques, rule-based systems and neural networks.
CECS 551 - Advanced Artificial Intelligence
Graduate Course, California State University Long Beach , Fall 2023
Advanced concepts in artificial intelligence. Topics include knowledge acquisition and representation, fuzzy logic, logical reasoning, multi-sensor integration, Dempster-Shafer’s theory of evidential reasoning, real-time expert systems and neural networks.