Complete Guide To Handling Categorical Data Using Scikit-Learn

Complete Guide To Handling Categorical Data Using Scikit-Learn

Handling categorical features to preprocess before building machine learning models. Techniques of encoding categorical features to numeric.

Dealing with categorical features is a common thing to preprocess before building machine learning models. In real-life data science scenario, it means that the dataset has an attribute stored as text such as days of the week(Monday, Tuesday,.., Sunday), time, colour(Red, Blue, …), or place names, etc.

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