2019-2020 Undergraduate Catalog 
    
    Feb 28, 2021  
2019-2020 Undergraduate Catalog [ARCHIVED CATALOG]

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COSC 425 - Introduction to Machine Learning

3 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 clustering, decision trees, neural network learning, statistical learning methods, Bayesian learning methods, dimension reduction, kernel methods, and reinforcement learning. Programming assignments include implementation and hands-on experiments with various learning algorithms.

(RE) Prerequisite(s): Electrical and Computer Engineering 313 or 317 or Mathematics 323; Mathematics 251 or 257.
Comment(s): Prior knowledge may satisfy prerequisite with consent of instructor.



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