Predictive analytics is continuously transforming domains by providing invaluable predictive power. By leveraging accumulated data and advanced techniques, businesses can anticipate future trends, optimize decision-making, and gain a competitive edge. The implementations of predictive analytics are diverse, ranging from customer behavior analysis