Linear Regression, Ridge Regression, Penalty, Loss, Cost Function.
Therefore, it is essential to scale the predictor variables before applying Ridge Regression to avoid biased coefficient estimates. Load the Boston dataset We can see from below the data does not have any null values Seperate the Independent and Dependent Column Apply Standard Scaler and Scale the