One-Hot Encoding vs. Ordinal Encoding: Which Is Best for Machine Learning?

When working with machine learning models, one of the crucial steps in data preprocessing is encoding categorical variables. Categorical data, which represents categories or groups, needs to be converted into a numerical format that algorithms can pr...