# California Housing Analysis

This project demonstrates a from scratch linear regression using scikit-learn to predict **median income** from **median house value** in the California housing dataset

## Overview

- Load 'housing.csv'
- Split into training and test sets
- Train a 'LinearRegression' model
- Compute MSE and R² value
- Plot data points (train and test) and line of best fit