Descriptive statistical analysis using ggplot2. ggplot2 is a package in R used for data visualization.

Predictive analytics using Recursive partition and random forest algorithms; Dimensionality reduction using 'Near Zero Variance' technique

The goal of your project is to predict the manner in which they did the exercise. This is the "classe" variable in the training set. You may use any of the other variables to predict with.