Python & Machine Learning
AI & Machine Learning Projects
EduPredict AI – Student Performance Forecasting & Academic Management System
MCA, Engineering (B.Tech / B.E.), M.Tech
Computer Science & Engineering (CSE), Information Technology (IT)
Project Abstract
EduPredict AI is an AI-powered Student Performance Forecasting and Academic Management System designed for engineering-level academic projects.
The system combines complete academic management with Machine Learning-based GPA prediction and early academic risk detection.
Key Modules:
• Secure Login & Registration with Validation
• Role-Based User Access
• Student Management
• Course & Subject Management
• Semester Management
• Attendance Management
• AI-Based GPA Prediction
• Academic Risk Classification – Low / Medium / High
• Machine Learning Model Evaluation
• Prediction History & Audit Trail
• Academic Analytics & Dashboard
• Reports & Performance Analysis
• SQLite Database Management
• Responsive Professional Web Interface
AI Module:
The system uses academic parameters such as Previous CGPA, Attendance Percentage, Backlogs and Study Hours to predict student GPA using Machine Learning regression models and classify academic risk.
Suitable for B.Tech / B.E. / CSE / IT / AI-ML / Computer Engineering students.
The system combines complete academic management with Machine Learning-based GPA prediction and early academic risk detection.
Key Modules:
• Secure Login & Registration with Validation
• Role-Based User Access
• Student Management
• Course & Subject Management
• Semester Management
• Attendance Management
• AI-Based GPA Prediction
• Academic Risk Classification – Low / Medium / High
• Machine Learning Model Evaluation
• Prediction History & Audit Trail
• Academic Analytics & Dashboard
• Reports & Performance Analysis
• SQLite Database Management
• Responsive Professional Web Interface
AI Module:
The system uses academic parameters such as Previous CGPA, Attendance Percentage, Backlogs and Study Hours to predict student GPA using Machine Learning regression models and classify academic risk.
Suitable for B.Tech / B.E. / CSE / IT / AI-ML / Computer Engineering students.
Continue & More: Full system architecture, database schema diagrams, and module explanations available in complete documentation package.
Related Technical Documentation & Guides
Download Abstract
Download the official PDF abstract document for project presentation.
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Complete Package
Buy Complete Project
₹8,000
Full source code (.ZIP) with database SQL dump and setup instructions.
Free Installation & Code Explanation
Following your purchase, our technical team will provide 1-time live online setup support and a full project walkthrough via AnyDesk / Google Meet.
Schedule After Purchase:
WhatsApp: +91 9146688666