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Baran Cezayirli

Technologist

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Xgboost

Insights on xgboost from two decades of experience in tech, AI, and scalable systems

A Comprehensive Guide to Hyperparameter Tuning in XGBoost

A Comprehensive Guide to Hyperparameter Tuning in XGBoost

May 15, 2025
12 min read
AImachine-learningxgboost
Maximize XGBoost model performance with our hyperparameter tuning guide. Learn key parameters, effective strategies (Grid/Random Search, Bayesian), & best practices.

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About Me

With 20+ years in tech, product innovation, and system design, I scale startups and build robust software, always pushing the boundaries of possibility.

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Baran Cezayirli | Technologist