R

R offers a variety of packages for multivariate analysis and data mining. Use R for data mining to identify patterns in data, such as groups, important variables, or relationships that can be used for classification and prediction. This seminar will show you how to perform many data mining methods using RStudio and common R packages. It will provide you with the mathematical background of the individual methods and demonstrate how to perform data mining practically with R, RStudio, and R Data Miner (Rattle).

Use R and RStudio for descriptive and inductive data analysis to describe data, demonstrate properties, and test hypotheses.

Use advanced statistical techniques to develop statistical models in R, uncover relationships, and find important variables.

Use different techniques to discover important variables, combine variables into factors, and discover differences and similarities in your data.