Predictive analytics is continuously transforming sectors by providing invaluable foresight. By leveraging historical data and advanced techniques, businesses can forecast future trends, enhance decision-making, and achieve a competitive edge. The implementations of predictive analytics are extensive, ranging from user behavior analysis to threat