A discussion of boosting methodologies with Python including Gradient and Extreme Gradient Boosting as well as Adaptive Boosting
Ensemble Methods: Bagging and Random Forests
A discussion of ensemble learning: bagging and random forests with Sci-kit Learn in Python
Regression Trees
A comprehensive review of how to cultivate, prune, visualize and understand regression trees