Machine Learning Fundamentals
Gradient Boosting
An ensemble technique that builds models sequentially, each correcting errors of previous ones (XGBoost, LightGBM, CatBoost).
Related Concepts
- Ensemble Learning: Explore how Ensemble Learning relates to Gradient Boosting
- Boosting: Explore how Boosting relates to Gradient Boosting
- XGBoost: Explore how XGBoost relates to Gradient Boosting
- Decision Tree: Explore how Decision Tree relates to Gradient Boosting
Why It Matters
Understanding Gradient Boosting is crucial for anyone working with machine learning fundamentals. This concept helps build a foundation for more advanced topics in AI and machine learning.
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This term is part of the comprehensive AI/ML glossary. Explore related terms to deepen your understanding of this interconnected field.
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machine-learning-fundamentals ensemble-learning boosting xgboost