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Dec 21, 2024
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CIS 4320 - Machine Learning
3 cr
In this course, the student learns the algorithms, tools and techniques used in modern machine learning applications. Approaches covered include regressions; decision trees and forests of trees; nearest neighbor; and ANNs, CNNs, RNNs, GANs and SVMs. The entire ML life cycle is considered, ranging from exploratory data analysis, data preparation, and proper evaluation of learned models.
Prerequisites: CIS 3050
Offered: Periodically
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