Hi @manuel.y.schar , the second course of the MLS covers random forest and xgboost, and there is no better way than to practice to improve the skills of using them, and this usually begins with finding an interesting dataset, and as one of our mentors suggested, the UCI Machine Learning Repository, and Kaggle are good places to start with for finding a dataset.