Data Preparation

Catalog description

The course will cover topics such as data exploration, variable selections, variable clustering, missing value imputation, high-dimensional categorical variable smoothing or clustering, text data preparation, and time series data preparation. It will also cover additional data preparation topics related to data mining and big data techniques.