In the course *TypeScript from Scratch: Go from Zero to Hero in TypeScript*, Mongoose Models and Schemas are used to define the structure and behavior of data in MongoDB collections, enabling TypeScript developers to leverage strong typing and validation features for robust data management. The course demonstrates how to create and use these schemas to ensure data integrity and streamline interactions with MongoDB.