Introduction Basketball, a globally loved sport, offers a rich field for exploring the power of data science and machine learning. As the game becomes more analytically driven, predicting shot outcomes has become a key area of interest. By leveraging detailed player and game statistics, data scientists can build models to predict whether a player will…