Data Science
Student Performance Prediction System
Predicting academic outcomes using historical data and behavioral patterns.
Difficulty
Beginner
Duration
2 Weeks
Branch
Data
Investment
GET THIS PROJECT₹3,200
Project Overview
An analytical tool for educational institutions to identify at-risk students early. Uses machine learning to analyze attendance, grades, and engagement to predict future performance.
Key Features
Predictive modeling
Interactive data visualizations
Early warning system
Student behavior analysis
Technology Stack
Python
Pandas
Scikit-Learn
Streamlit
Technical Requirements
- Python 3.8+
- Streamlit library