Loading...
Malle Sandeep is an Assistant Professor in the Department of Computer Science and Engineering at VNR Vignana Jyothi Institute of Engineering and Technology, Hyderabad, Telangana, India. His academic interests include machine learning, big data analytics, cloud computing, and intelligent systems. He is actively involved in teaching, research, and the development of data-driven educational technologies.
The increasing accessibility of educational data has revolutionised decision-making in academic institutions, facilitating evidence-based tactics that improve learning outcomes and institutional efficiency. This chapter examines data-driven decision-making in education via the incorporation of machine learning (ML) and big data analytics. This analysis explores the potential of several data sources—such as student performance records, learning management systems, attendance, and behavioural data—to yield meaningful insights for educators, administrators, and policymakers.