Housing Prices Prediction

Linear Regression Model | Built by Muzamal Asghar

Housing Icon View Model

About This Project 🌟

This project builds a simple linear regression model on the California Housing dataset to predict house prices, for the HEX SOFTWARES Data Science Internship. It includes Python modeling and a responsive, dark-themed website for interactive results.

Model Results 📈

Model Performance

Mean Squared Error (MSE): 0.56 (on test set)

Interactive Scatter Plot (Actual vs Predicted)

Prediction Visualization

Actual vs Predicted Prices

Contact 📬