[HOW TO] Use Scikit-Learn’s OneHotEncoder with a Pandas DataFrame
Scikit-Learn is a popular machine learning library in Python, and Pandas is a powerful data manipulation library. When working with categorical features in a Pandas DataFrame, it is often necessary to convert them into numerical representations for machine learning algorithms. One effective tool for this task is Scikit-Learn’s OneHotEncoder. This guide aims to provide a …