May 26, 2019  
2017-2018 Undergraduate Catalog 
    
2017-2018 Undergraduate Catalog [ARCHIVED CATALOG]

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CS 4319 - Statistical and Machine Learning

Credits: 3 Class: 3 Lab: 0
Crosslisted as DATA 4319 . Prerequisite(s): A grade of C or better in CS 3304 , or, a grade of C or better in DATA 3402 and credit for or concurrent enrollment in STAT 4310 .
This course blends the predictive perspective of statistical pattern recognition and the algorithmic perspective of machine learning. Topics include, but are not limited to: applications of appropriate machine learning algorithms in various disciplines, prediction and performance metrics, data transformations, supervised and unsupervised learning, and ensemble methods.



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