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Preprocessing Data ?? ?? ?? ?? Normalization and denormalization Missing values Outliers detection and removing Noisy Data ?? Variants of Attributes ?? Metadata ?? Data Transformation Reading material:
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Preprocessing data refers to the initial stage of data processing where raw data is cleaned, transformed, and prepared for further analysis or modeling.
All organizations or individuals who collect, analyze, or use data in their operations are required to file preprocessing data.
Preprocessing data can be filled out using software tools and techniques such as data cleaning, data transformation, and data normalization.
The purpose of preprocessing data is to ensure that the data is accurate, consistent, and ready for further analysis or modeling.
Preprocessing data must include details on data cleaning techniques used, data transformation processes applied, and any data normalization methods implemented.
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