CatBoost

Master Yandex CatBoost: gradient boosting with native categorical handling. Learn ordered boosting, target encoding, and when CatBoost shines on tabular data.

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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.

🐈

CatBoost Overview

Beginner
🐈

Ordered Boosting

Advanced
🐈

Categorical Features

Intermediate
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Tuning CatBoost

Intermediate
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CatBoost GPU

Advanced
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CatBoost vs XGBoost vs LightGBM

Intermediate