The difference between a data warehouse and a data lake:
While data lakes and data warehouses are both widely used for storing big data, they are not the same thing, and should not be used interchangeably. A data lake is a vast pool of raw data, where the purpose is not yet defined. A data warehouse is a repository for structured, filtered data that has already been processed for a specific purpose.