Structured data — stored in rows and columns across spreadsheets, databases, and data warehouses — powers the majority of business analytics worldwide. Whether it is customer transaction records, sensor readings, or hospital admissions data, making accurate predictions from tabular datasets remains one of the most common and valuable tasks in data science. XGBoost (Extreme Gradient…