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Data Mining is a powerful tool for academic intervention. The educational institutions can use classification for comprehensive analysis of students‟ characteristics. In our work, we collected student‟ s data from engineering course. And then apply four different classification methods for classifying students based on their Final Grade obtained in their Courses. We compare these algorithms of classification and check which algorithm is optimal for classifying students‟ based on their final grade.