Standardization

Standardization is the process of transforming data into a common format that allows for comparison and analysis. In data science, standardization is often used to transform data into a standard normal distribution with a mean of 0 and a standard deviation of 1. This is done to ensure that all variables are on the same scale and to make it easier to compare and analyze the data. Standardization can also refer to the process of creating and enforcing standards for data collection, storage, and analysis to ensure consistency and accuracy across different sources and users.
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