Machine Learning · Member lesson
Gradient Boosting: XGBoost and Friends
Gradient boosting builds trees one at a time, each correcting the errors of the last. This lesson covers boosting vs bagging, learning rate and why XGBoost dominates tabular data.
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The Machine Learning course includes every chapter and its published course materials. Other courses are purchased separately.