Mastering Gradient Boosting: From Basics to Production
Gradient boosting from basics to production: how weak learners combine into strong models, plus XGBoost, LightGBM, and CatBoost compared on real problems.
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Gradient boosting from basics to production: how weak learners combine into strong models, plus XGBoost, LightGBM, and CatBoost compared on real problems.
A deep-dive guide into optimizing XGBoost for performance, scalability, and accuracy—complete with real-world examples, code, and troubleshooting tips.