With this 4-day remote seminar, you will gain both the background and hands-on practice to master machine learning methods. Topics include cross-validation, multiple regression, basic variable selection methods, an overview of the R statistical framework, multivariate adaptive regression splines, lasso regression, classification and regression trees, bagging, and random forests.