XGBoost

Overview

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Dive into a comprehensive 2.5-hour tutorial on XGBoost, covering regression, classification, mathematical details, and advanced optimizations. Learn how to implement XGBoost in Python from start to finish, gaining practical skills in this powerful machine learning algorithm for both regression and classification tasks.

Syllabus

XGBoost Part 1 (of 4): Regression.
XGBoost Part 2 (of 4): Classification.
XGBoost Part 3 (of 4): Mathematical Details.
XGBoost Part 4 (of 4): Crazy Cool Optimizations.
XGBoost in Python from Start to Finish.