EduPrediction is a big data-driven educational analytics platform that leverages predictive analytics to forecast student performance and dropout risks for educational institutions.
- Interactive dashboard visualizing student performance patterns and predictions.
- Total students from Department, Semester and Academic year.
- Average GPA from Department, Semester and Academic year.
- Support for Academic records, Attendance and Average GPA.
- Student risk prediction with Trigger type and Description.
- GPA in Summer, Spring, Fall, Department and Semester.
- Count of students from Grade and Department.
- Count of Credits from Department.
- Attendance rate from Department.
- Faculty count from their roles.
To deploy or run this repository, PowerBI desktop must be installed in the computer then simply download or clone EduPrediction repository, unzip it there would be a eduproject_work.pbix file double click on it, project will be run successfully on PowerBI desktop.