Why do we scale data in Machine Learning?

Question

Can anyone tell me why do we scale data in Machine Learning?

Answer 1

Feature scaling is essential for machine learning algorithms that calculate distances between data. If not scale, the feature with a higher value range starts dominating when calculating distances.

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