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AI & Machine Learning🎓 Final YearAdvanced

AI-Based Personalized Learning & Student Performance Prediction Platform

An adaptive learning platform that personalizes content delivery based on student performance, predicts at-risk students early, and recommends targeted interventions.

Pythonscikit-learnReactFastAPIPostgreSQL
Tier
Premium
License
Academic
Includes
9 items
Modules
5
₹2,299
One-time purchase • Lifetime access

This kit includes:

  • Complete source code
  • ML model training notebooks
  • Sample educational dataset
  • Architecture diagrams
  • SRS and abstract
  • Literature survey
  • +3 more items
Secure payment via Razorpay
Instant access after purchase
Educational license included

About This Project

This project creates an intelligent EdTech platform that uses machine learning to understand each student's learning patterns, predict academic performance, identify at-risk students early, and dynamically adjust content recommendations. The system collects learning analytics data (time spent, quiz scores, engagement patterns), trains ML models to predict performance, and serves personalized content through an adaptive learning engine. **EdTech + AI** is a high-growth market. This project demonstrates both AI engineering and EdTech product thinking — an excellent combination for student resumes.

Project Modules

01
Performance Predictor
ML model for early academic performance prediction
02
Recommendation Engine
Personalized content and learning path recommendations
03
Adaptive Assessment
Dynamic difficulty adjustment based on performance
04
Teacher Dashboard
Class analytics, at-risk alerts, and interventions
05
Student Portal
Personalized learning journey and progress tracking
₹2,299

Tags

edtechpersonalized learningstudent performancemachine learningfinal year