Predictive analytics provides a transformative method to credit scoring by harnessing historical data and advanced algorithms. By analyzing patterns and trends, predictive models have the capacity to accurately assess creditworthiness, thus reducing the risk of default. ,Moreover , predictive analytics enables lenders to personalize credit offering