Table of Contents 1. Introduction to Machine Learning in Sports Analytics Machine Learning has transformed modern sports analytics. What was once limited to box scores and descriptive statistics has evolved into predictive modeling, simulation systems, optimization engines, and automated scouting pipelines. Today, teams, analysts, researchers, and performance departments rely on machine …