The burgeoning field of machine learning is poised to revolutionize sports insights in the coming decade . Existing methods often depend on past data and basic statistical approaches. However, advanced AI methodologies can process vast datasets—including athlete performance, opposing team strategy, and even field conditions—with impressive accu