Predictive analytics is rapidly transforming domains by providing invaluable insights. By leveraging accumulated data and advanced models, businesses can anticipate future trends, improve decision-making, and secure a competitive edge. The applications of predictive analytics are diverse, ranging from user behavior analysis to risk management and