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Nov 21, 2024
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INFM 451 - Data Analysis and Mining II
3 credit hours
Continuation of INFM 450. Predictive models (e.g. decision trees, logistic SVM Bayes, nearest neighbors), model evaluation techniques, clustering (hierarchical, density-based), basic association analysis, and anomaly detection. Data visualization/exploration. Hands-on projects. Prerequisite(s): INFM 171 , INFM 241 , INFM 242 , INFM 245 , INFM 348 , and INFM 450 . Co-requisite(s): INFM 371 .
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