Beautiful! Why Do We Normalize Data

Some times when normalizing is bad. Why do we normalize data in general.

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Could someone give clear and intuitive example which would demonstrate the consequences of not normalizing the data before analysis.

Why do we normalize data. 1 When you want to interpret your coefficients and they dont normalize well. Regression on something like dollars gives you a meaningful outcome. Linear regression coefficients will be identical if you do or dont scale your data because its looking at proportional relationships between them.

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