How to convert categorical data to binary data in Python

Categorical data represents values grouped into categories, such as gender, blood group, or country. In many machine learning and data analysis tasks, categorical values need to be converted into binary values before they can be processed.Stores data as predefined categories instead of numerical values.Can contain two or more categories, such