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Introduction: Predictive analysis, a subset of data analytics, has emerged as a transformative tool across various industries. By leveraging historical data, statistical algorithms, and machine learning techniques, predictive analysis enables organizations to forecast future trends, behaviors, and outcomes with remarkable accuracy. This article delves into the intricacies of predictive analysis, its applications, benefits, challenges, and…