Analysis and Prediction of Student’s Academic Performance Based on Educational Data Mining

“Analysis and Prediction of Student’s Academic Performance Based on Educational Data Mining”

Prof. Nalawade. V. S1, Jamdade Pragati Ravindra2, Lawand Akshata Mohan3,

Narkhedkar Ajay Kailas4, Raut Madhura Sunil5

1,2,3,4,5 S B Patil College of Engineering, Indapur, Computer Engineering

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Abstract - Education plays a pivotal role in producing qualified human power that accelerates economic development and solves the real problems of a community. Students are also expected to spend much of their time on their education and need to graduate with good academic results. However, the trend of graduating students is not proportional to the trend of enrolled students and an increasing number of students commit readmission, suggesting that they did not perform well in their academics. Thus, the study aimed to identify the determinants of academic performance among university students.

Key Words:  Data mining, Performance analysis, Machine Learning.