On what basis we choose data scaling method (normalization/standardization)?
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Before choosing the data scaling method, we need to check the distribution of data. If the data is normally/uniformly distributed, then Standardization is the suitable method for the scaling purpose. On the other hand, if the data is not normally distributed, we go with Normalization scaling method.
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