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What is Categorical Variables Explained about?

A categorical variable is one that represents distinct categories or groups rather than quantities, and can be classified into nominal (unordered) and ordinal (ordered) types. Nominal variables, like gender and color, use one-hot encoding, while ordinal variables, such as education level and satisfaction, use label encoding for numerical representation in machine learning. Understanding and encoding categorical variables is crucial for effective machine learning model development.

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sosinaanteneh844

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EN