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May 21, 2025
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CSCE 5215 - Machine Learning3 hours
Theory and practice of machine learning. Decision trees, neural network learning, statistical learning methods, genetic algorithms, Bayesian learning methods, rule-based learning and reinforcement learning. Improved learning through bagging, boosting and ensemble learning. Practical applications of machine learning algorithms.
Prerequisite(s): CSCE 3110.
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