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Nov 24, 2024
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COSC 425 - Introduction to Machine Learning3 Credit Hours
Machine learning is concerned with computer programs that automatically improve their performance through experience. This course covers the theory and practice of machine learning from a variety of perspectives. We cover topics such as learning decision trees, neural network learning, statistical learning methods, genetic algorithms, Bayesian learning methods, explanation-based learning, and reinforcement learning. Programming assignments include hands-on experiments with various learning algorithms.
(RE) Prerequisite(s): 302; Electrical and Computer Engineering 313 or Mathematics 323.
Comment(s): Prior knowledge may satisfy prerequisite with consent of instructor.
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