020334210 DATA ANALYTICS FOR BUSINESS ( 3 Crd.Hrs )

Pre-Requisites : 020333240, 020333120

This course is an overview of the concepts and quantitative techniques used to extract business knowledge and value from data. Topics covered include data visualization, Naives Bayes, multiple linear regression, logistic regression, neural networks, K-Nearest Neighbors, predictive modeling, mining relationships among records and social network and text mining. This course involves learning the open-source software R for statistical programming and data mining.