Python data types are crucial for structuring and managing information in programs. They provide a framework for handling diverse data, including integers, floats, strings, lists, dictionaries, and booleans. By leveraging these data types effectively, developers can optimize memory usage, streamline operations, and ensure code reliability in Python applications.