EduPredict is a big data–driven platform, leveraging predictive analytics to enhance student learning outcomes and provides real‑time dashboard to support education institutes worldwide.
- Support for Academic records, Attendance, Average GPA and LMS engagement score by GPA.
- Total students from Department, Semester and Academic year.
- Future dropout prediction with Trigger type and Description.
- Sum of marks obtained and Total GPA of each Program through Course id.
- User-friendly interactive dashboard visualizing student performance patterns and predictions.
- Graduated, Dropped and Completion rate through status.
- GPA and Total attendance from Student id.
- Parallel processing for large datasets.
To deploy or run this project, PowerBI desktop must be installed in the computer then simply download or clone eProject_EduPredict repository, unzip it there would be sub folders find and open Big_Data_EduPredict folder there must be a EduPredict.pbix file double click on it this project will be run successfully on PowerBI desktop.