👉 A normalized value is a number or quantity that represents an average of another set of numbers. It is calculated by dividing each element in the second set by its corresponding element in the first set, then taking the square root of the result. This process ensures that the magnitude of the values remains constant, making it ideal for applications where accuracy and precision are essential.
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What is the definition of Normalise? 🙋
👉 In statistics, normalization is a process of transforming a set of values to have their mean and standard deviation equal. It's used in many fields such as data analysis, machine learning, and finance. For example, consider the following data points: | x | y | |---|---| | 1 | 2 | | 3 | 5 | | 4 | 6 | Normalizing these values to have their mean at 0 and standard deviation at 1 would give us
