Stats, Linear Algebra.
np.linalg.lstsq(X, prices, rcond=None)[0] # Predict the price for a new house size new_size = 1600 predicted_price = np.dot([new_size, 1], coefficients) print("Predicted price:", predicted_price) Covariance Matrix: Covariance provides insights into the relationships between variables. The