Jul 21, 2018  
2017-2018 Academic Catalog 
    
2017-2018 Academic Catalog [ARCHIVED CATALOG]

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CAP 4612 - Machine Learning


Credits: 3

Prerequisites: STA 2023 - Statistics 1 MAS 3114 - Computational Linear Algebra  OR MAS 3105 Linear Algebra ;

COP 3530 - Data Structures & Algorithms  OR COP 4415 - Data Structures  and  COP 4531 - Algorithm Design & Analysis 
Course Description: An overview of machine learning algorithms and their applications. Topics covered include: supervised and unsupervised learning, clustering and classification, linear and logistic regression, dimensionality reduction, support vector machines, anomaly detection.



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