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(a) What is the difference between Normalisation and Standardisation? (b) When do we usually prefer Standardisation to Normalisation?

Question

(a) What is the difference between Normalisation and Standardisation? (b) When do we usually prefer Standardisation to Normalisation?
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Solution 1

(a) Normalisation and Standardisation are both techniques used in preparing data for machine learning algorithms. However, they differ in their methods and purposes.

Normalisation, also known as Min-Max Scaling, is a scaling technique where the values are shifted and rescaled so that they end up ra Knowee AI is a powerful AI-powered study tool designed to help you to solve study problem.

Knowee AI  is a powerful AI-powered study tool designed to help you to solve study problem.
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Knowee AI  is a powerful AI-powered study tool designed to help you to solve study problem.
Knowee AI  is a powerful AI-powered study tool designed to help you to solve study problem.
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