What is the difference between Normalization and Standardization?

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Reddy 2025-02-28T15:46:31+00:00 1 Answer 14 views
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  1. Aravind
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    2025-02-28T15:49:22+00:00
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    • Normalization (Min-Max Scaling): Scales data to [0,1] using: X′=X−XminXmax−XminX’ = frac{X – X_{min}}{X_{max} – X_{min}}X′=Xmax​−Xmin​X−Xmin​​
    • Standardization (Z-score Scaling): Transforms data to have mean 0 and standard deviation 1 using: X′=X−μσX’ = frac{X – mu}{sigma}X′=σX−μ​

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