STA 6714 Data Preparation
Data exploration, variable selections, variable clustering, missing value imputation, high dimensional categorical variable smoothing/clustering, text data preparation and time series data preparation. Additional data preparation topics associate with data mining and big data techniques will also covered. (3 hrs. Lect.)