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K-means clustering, perceptron algorithm, evaluating model performance, neural networks, learning theory and dimension reduction.
STAA 577 (Statistical Learning and Data Mining) or concurrent registration; Graduate standing.. Credit not allowed for both STAA 578 and CS 545
Please check the CSU Bookstore for textbook information. Textbook listings are available at the CSU Bookstore about 3 weeks prior to the start of the term.