Advancing Predictive Analytics: Integrating Machine Learning and Data Modelling for Enhanced Decision-Making

Abstract: In the era of big data, the synergy between machine learning (ML) and data modeling has emerged as a cornerstone for predictive analytics. This article explores the integration of machine learning techniques with traditional data modeling approaches to enhance decision-making across various domains. By leveraging the strengths of both methodologies, organizations can unlock deeper insights, improve accuracy, and drive innovation. This article discusses key concepts, challenges, and applications, providing a roadmap for researchers and practitioners to harness the full potential of these technologies.