DSA 5500 - Applied Predictive Modeling and Analytics

Credit Hours: 3

This course provides both the concepts and practical applications of predictive analytics using data mining techniques of classification and prediction. Techniques learned in data mining - neural net models, machine learning, logit/probit regressions, along with advanced time series methods, text mining/analytics will be discussed. Real business cases will be used to demonstrate the application of these data mining methods using tools such as XLMiner, SAS Enterprise Miner, and SQL Server BI tools along with the R programming language.