Boston House Price Prediction

I fitted regression models (linear, ridge, lasso) to predict house prices in the Boston area. I enhanced the models’ performance through feature engineering and EDA, addressed overfitting with regularization, and applied ensemble techniques like Random Forest and Gradient Boosting.

Correlation matrix.
Pair plots.

Code