Thank you Mathew for pointing that out. It should be "do not" follow a normal distribution instead of "follow" a normal distribution.
When should we use Standardization and Normalization?
Generally you should normalize (normalization) when the data is normally distributed, and scale (standardization)
when the data is not normally distributed. In doubt, you should go for standardization. However
what is commonly done is that the two scaling methods are tested.
Hope this helps!
Thank you very much and appreciate the question!