In this project I performed feature engineering and used Ridge and Lasso models for prediction of sales prices for houses in California also metric submissions are evaluated on Mean-Squared-Error, Root-Mean-Squared-Error, Mean Absolute Error, R2 (MSE, RMSE, MAE, R2)