🎓 Student Performance Projects

🧠 Classification Model

This project predicts student academic outcomes using behavioral and demographic data. The goal is to help educators identify at-risk students early and act with timely interventions.

• 🔗 View Model Repository

📊 Interactive Dashboard

The companion dashboard allows users to explore student data visually and predict performance with regression models in real-time.

• 🚀 Launch Live Dashboard
• 📁 View Dashboard Repo

⚙️ Technologies Used

• Python, Scikit-learn, XGBoost, Streamlit
• Classification and Regression Models
• Interactive data visualizations and model predictions

📈 Dashboard Sample

Internet Quality vs Exam Score

Colored by Mental Health Rating