This course will focus on skills required for effective conduct of data analysis. This course will focus on the multiple regression modeling and multivariate analysis to cover multi-way anova, multiple linear regression, classification and regression trees, automated model search, model fit and diagnostic, experimental design and multivariate analysis (PCA and cluster analysis) with particular emphasis on applications in medicine and public health.