Machine Learning
Ensembles and boosting
Bagging, random forest, gradient boosting, XGBoost, ensemble tuning.
5 lessons
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Lessons in sequence
Work through these in order—each lesson builds on the previous one.
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Lesson 1 of 5
Bagging
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Lesson 2 of 5
Random forests
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Lesson 3 of 5
Gradient boosting
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Lesson 4 of 5
XGBoost / LightGBM overview
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Lesson 5 of 5
Ensemble tuning