what is Data cleaning and standardisation? why we need it?

As businesses generate and accumulate large amounts of data, it becomes a herculean task to remove unwanted or inaccurate data. While modifying such data sets requires effort, identifying and removing them are not easy either. Data cleaning identifies incorrect data and modifies it according to requirements. Data that is cleaned will then need to be transformed into a standard…

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