XGBoost

Master XGBoost: the gradient boosting framework that wins Kaggle. Learn DMatrix, parameters, GPU training, early stopping, and the production deployment patterns.

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6

Lessons

💻

Code Examples

✅

Production-Ready

100%

Free

Lessons in This Topic

Work through these 6 lessons in order, or jump to whichever topic you need most.

XGBoost Overview

Beginner

DMatrix and QuantileDMatrix

Intermediate

Tuning XGBoost Parameters

Intermediate

GPU Training in XGBoost

Advanced

Distributed XGBoost

Advanced

XGBoost in Production

Advanced