house pricing توقع اسعار المنازل

Analyzed housing dataset with scatterplots, barplots, and heatmaps.

Applied Polynomial Features (degree=2) for non-linear modeling.

Trained a Linear Regression model.

Evaluated with Mean Squared Error (MSE) and R² score.