Pdf Student Performance Analysis Using Educational Data Mining

Student Performance Analysis System Using Data Mining Ijertconv5is01025 This section conducts a comprehensive review of the latest research done in educational data mining for the aca demic performance prediction of undergraduate students based on different factors and characteristics. The purpose of this study is to analyze different data mining and machine learning techniques on student data and find which technique gives better accuracy.

Pdf Educational Data Mining For Predicting Academic Student The proposed system presents the analysis of student performance on the basis of academic performance, extra curricular activities, strengths, weakness and hobbies. The results suggest that basic training of the students has no significant predictive power on performance, while information about their abilities, diligence, motivation and activity in the learning process can predict their grades. This research examines the performance of undergraduate students through the application of educational data mining techniques. by analyzing various academic metrics and demographic factors, it aims to identify patterns that can inform educational strategies and improve student outcomes. Hence on this paper, supplied an in depth literature assessment on predicting student overall performance through the use of data mining strategies is proposed to enhance students’ achievements.

Figure 1 From Student Performance Analysis Using Data Mining Technique This research examines the performance of undergraduate students through the application of educational data mining techniques. by analyzing various academic metrics and demographic factors, it aims to identify patterns that can inform educational strategies and improve student outcomes. Hence on this paper, supplied an in depth literature assessment on predicting student overall performance through the use of data mining strategies is proposed to enhance students’ achievements. The authors presented a comprehensive analysis of six machine learning techniques comparing their accuracy in predicting student grades using real student course data.

Pdf Educational Data Mining And Analysis Of Students Academic The authors presented a comprehensive analysis of six machine learning techniques comparing their accuracy in predicting student grades using real student course data.