Predictive analytics is continuously transforming sectors by providing invaluable foresight. By leveraging accumulated data and advanced models, businesses can project future trends, enhance decision-making, and gain a competitive edge. The applications of predictive analytics are diverse, ranging from customer behavior analysis to risk management