hine Learning for Predictive Analytics in Business

Abstract

Machine Learning has become a key technology for predictive analytics by enabling organizations to forecast trends, customer behavior, operational risks, and business performance using historical and real-time data. Predictive models improve decision-making, optimize resources, and strengthen competitive advantage across industries. This paper explores machine learning techniques, business applications, implementation challenges, and future opportunities in predictive analytics.