massOfai

XGBoost

AI/ML Fundamentals

Efficient, scalable gradient boosting implementation

What is XGBoost?

Optimized library for gradient boosting with regularization, parallel processing, and tree pruning for high performance on tabular data.

Real-World Examples

  • Tabular classification/regression
  • Feature importance analysis