AI Student Dropout Prediction System

AI Student Dropout Prediction System is an advanced Artificial Intelligence and Machine Learning based solution designed for Schools, Colleges, Universities, Coaching Institutes, and Educational Organizations to identify students who are at risk of dropping out before it happens.

The system analyzes multiple student-related factors such as attendance, academic performance, internal marks, assignment completion, examination results, fee payment history, classroom activities, behavior records, and previous academic data. Using Machine Learning algorithms, it predicts the probability of a student dropping out and assigns a Risk Score (Low, Medium, or High Risk).

Teachers, counselors, and administrators receive real-time alerts about at-risk students, enabling them to provide personalized counseling, mentoring, scholarships, attendance monitoring, or academic support before students discontinue their education.

The system includes Student, Teacher, Parent, Counselor, and Admin Dashboards with detailed analytics, prediction reports, visual charts, and AI-powered recommendations to improve student retention and institutional performance.

Key Features
AI Student Dropout Prediction
Student Risk Score Analysis
Low, Medium & High Risk Detection
Attendance Analysis
Academic Performance Tracking
Assignment & Quiz Analysis
Fee Payment Analysis
Student Behavior Monitoring
Early Warning Notification System
AI-Based Counseling Suggestions
Parent Dashboard
Teacher Dashboard
Counselor Dashboard
Admin Dashboard
Student Progress Reports
Data Visualization & Analytics
PDF & Excel Report Export
Mobile & Web Application
Cloud & Offline Database Support
Secure Login & Role Management
Technology Used
Python
Machine Learning
Scikit-learn
TensorFlow (Optional)
Pandas
NumPy
Flask / Django
MySQL / SQLite
HTML, CSS, JavaScript
Flutter (Optional)
Project Rate
Basic Version: ? ?9,999
Standard Version: ? ?18,999
Advanced AI Version: ? ?29,999 – ?49,999

(Final price depends on AI features, dashboard, integrations, mobile app, and customization.)

Custom Development

Agar aapke paas koi naya idea, additional feature, ya unique design requirement hai, to hume zarur share karein. Hum aapki requirement ke according completely customized AI Student Dropout Prediction System develop kar sakte hain. Agar aap Face Recognition Attendance, AI Student Performance Prediction, Parent Mobile App, College ERP Integration, Learning Management System (LMS), Scholarship Recommendation, AI Career Guidance, WhatsApp & SMS Notifications, Live Analytics Dashboard, ya kisi aur advanced feature ko add karwana chahte hain, to hum woh bhi develop kar sakte hain. Aap apne according UI/UX design, modules, reports, aur features bhi customize karwa sakte hain.