Predictive analytics is rapidly transforming domains by providing invaluable insights. By leveraging accumulated data and advanced techniques, businesses can anticipate future trends, improve decision-making, and achieve a competitive edge. The implementations of predictive analytics are extensive, ranging from customer behavior analysis to threat