Conquering Tabular Data: Decision Trees, Random Forests, and the Math of XGBoost

So far in this series, we have focused entirely on algorithms that draw smooth, continuous curves through data—Linear Regression, Logistic Regression, and Deep Neural Networks. These models are the un