The used tool for the exercises is root. The recommanded version for download is 5.34. Documentation can be found on the home-page, especially the courses, HowTo's, and the user's guide and manuals.
For TMVA check the example on the TMVA wiki
For look-up check the DataAnalysis Briefbook .