Data modeling involves defining the structure, storage, and organization of data to ensure that it can be effectively used and managed within a system. It is a critical step in database design and encompasses several different types of models, including conceptual, logical, and physical models. By outlining the various data entities, attributes, and relationships, data modeling helps in understanding how data interacts within a system, making it easier to design databases that are efficient, error-free, and scalable.