MPG Prediction Project

Overview

This project predicts car mileage (MPG) using Machine Learning.

Features

• Data preprocessing
• Linear Regression model
• Pipeline implementation
• Model saved using joblib
• FastAPI for prediction

How to Run

Train Model

python train.py

Run API

uvicorn app:app --reload

Input Example

{ "cylinders": 6, "displacement": 250, "horsepower": 100, "weight": 3300, "acceleration": 15, "model_year": 76, "origin": 1 }