Utilizing Data Mining Methods in the Field of Education

Assessment technologies, learning management systems, and student information systems all provide enormous volumes of data for educational institutions. By gleaning insightful information from this data, stakeholders may monitor student performance, enhance learning outcomes, and streamline academic procedures. Finding patterns and trends that aid in decision-making has drawn attention to data mining (DM), also known as educational data mining (EDM), in the field of education. This paper offers a thorough analysis of the many data mining approaches used in education, emphasizing real-world uses, difficulties, and potential avenues for further study in this area.