Predictive analytics presents a transformative strategy to credit scoring by utilizing historical data and advanced algorithms. By identifying patterns and trends, predictive models can effectively assess creditworthiness, thus minimizing the risk of default. ,Additionally , predictive analytics enables lenders to personalize credit offerings based