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The scikit-learn implementation of XGBoost has dominated tabular machine learning for a decade — not with deep learning, but with a pile of simple decision trees. Lecture Notes: cs.cornell.edu/courses/cs4780/2018fa/lectures/lecturenote19.html. 0:00 - Introduction and overview 2:30 - Deriving residual term and fitting learning tree 10:34 - Choosing an optimal learning rate ... This is Part 3 in our series on
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