House Price Prediction using Linear Regression

This machine learning project aims to predict house prices based on features such as living area size, overall quality, garage capacity, and basement area. The model is trained using a Linear Regression algorithm. This is a great beginner-level regression project that demonstrates the full machine learning pipeline — from data loading to evaluation.