Student Performance Prediction API

Django REST API that predicts student performance using machine learning.

Local Development

cd student_ml
python manage.py runserver

API Endpoint

POST /api/predict/

{
    "hours_studied": 6,
    "previous_scores": 78,
    "extracurricular": true,
    "sleep_hours": 7,
    "sample_papers": 3
}

Deploy to Render

This repository is configured for one-click deployment to Render using the render.yaml blueprint.

1. Fork/clone this repository
2. Connect to Render
3. Deploy as Blueprint

The API will be available at your Render URL + /api/predict/