ml_project/docs/api-reference.md

API Reference

Endpoints

GET /

Returns the home page HTML.

GET /predict

Returns the prediction form HTML.

POST /predict

Predicts test scores based on the provided study hours.

Request Body

{
  "hours_studied": 5.5
}

Parameter	Type	Description
hours_studied	float	Number of hours studied

Response

{
  "predicted_test_score": 85.6
}

Error Handling

The API uses standard HTTP status codes to indicate the success or failure of requests.

• 200: Success
• 400: Bad request (e.g., negative hours studied)
• 500: Server error
• 503: Service unavailable (model not loaded)