Test Data is the collection of information specifically prepared to verify the proper functioning and performance of a system, software, or model. It helps evaluate how well a product works and identify potential errors, ensuring it meets its intended specifications before Deployment. Distinct from Training Data, its integrity is paramount for robust validation.