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What pre-processing techniques are you most familiar with in Python?

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Pre-processing techniques are used to prepare data in Python, and there are many different techniques you can use. Some common ones you might talk about include:

Normalization - In Python, normalization is done by adjusting the values in the feature vector.

Dummy variables - Dummy variables is a pandas technique in which an indicator variable (0 or 1) indicates whether a categorical variable can take a specific value or not.

Checking for outliers - There are many methods for checking for outliers, but some of the most common are univariate, multivariate, and Minkowski errors.

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