Data validation in Excel allows users to restrict the type of data entered into cells. This includes creating drop-down lists, restricting dates or numbers, and defining custom rules. To apply data validation, select the cell and specify the allowed values or type of data from the Data Validation menu. Messages can also be set to guide or notify users about the valid entry requirements. Data validation helps ensure accurate and consistent data entry.