Short #1 | Feature Scaling in Linear Regression
When should I apply Feature Scaling in the context of Linear Regression ?
Whether to apply Feature Scaling or not in the context of Linear Regression depends on the approach used for obtaining the optimal parameters.
(PS: Applying Feature Scaling never hurts though)