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Normalization vs Standardization

Normalization vs Standardization

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During the Phase of Data Pre-processing in ML , we will wither Normalize or Standardize data.
Could you please explain me what is the scenario  to choose Normalization as data pre-processing tool and same for Standardization 
If you can explain this with some realistic situation  helps alot to understand better.

1 Answer

365 Team
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Hi Uday,
We could do either.
While standardization will hurt only interpretability (but can only help the model, as long as it is done properly), normalization may or may not be useful for your model.
As you go through our courses you will see many different examples of both.
Best,
The 365 Team