Adaptive Learning Platform

Personalized learning powered by AI and machine learning. Adaptive content recommendations, intelligent quiz generation, and real-time performance tracking.

AI-Powered Predictions

Multiple ML models (Random Forest, XGBoost, Neural Networks) predict your performance and adapt content accordingly.

Adaptive Quizzes

Dynamic quiz generation based on your skill level and learning progress. Questions adapt to your performance in real-time.

Performance Analytics

Comprehensive dashboard with model predictions comparison, progress tracking, and personalized recommendations.

Technology Stack
Machine Learning
  • scikit-learn (Random Forest)
  • XGBoost
  • TensorFlow (Neural Networks)
  • Ensemble Predictions
Backend & Frontend
  • Flask (Python)
  • SQLAlchemy
  • Bootstrap 5
  • Chart.js

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