Boosting: Adaboost AlgorithmCovers boosting with a focus on the Adaboost algorithm, forward stagewise additive modeling, and gradient tree boosting.
Decision Trees and BoostingExplores decision trees in machine learning, their flexibility, impurity criteria, and introduces boosting methods like Adaboost.
Decision Trees and BoostingIntroduces decision trees as a method for machine learning and explains boosting techniques for combining predictors.
Nonlinear Supervised LearningExplores the inductive bias of different nonlinear supervised learning methods and the challenges of hyper-parameter tuning.
