EMTM 554: Data Mining

What is data mining? The data mining process. Data visualization. Data mining methods: decision trees, regression, neural nets, clustering, network analysis and feature selection. How the methods work. When to use them. Evaluation of business intelligence systems. Strategic use of information. Emerging data mining methods: text mining. This is a technical elective and will go into detail on the various methodologies, as well as looking at current industry trends. Prerequisite: Statistics and knowledge of JMP.



This page is http://www.cis.upenn.edu/~ungar/DBM/

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