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.
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.
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.
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.
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.