ml_streamlit/docs/index.md

Streamlit Score Predictor

Overview

This is a Streamlit application that predicts test scores based on the number of hours studied. The application uses a pre-trained linear regression model to make predictions.

Features

• Simple, user-friendly web interface built with Streamlit
• Test score prediction based on study hours
• Interactive input controls
• Immediate prediction results

Architecture

The application is built using:

• Streamlit for the web interface
• Scikit-learn for the machine learning model (Linear Regression)
• Joblib for model loading

Documentation

• Application Guide
• Model Information
• Getting Started