A data lake is not a direct replacement for a data warehouse; they are supplemental technologies that serve different use cases with some overlap. Most organizations that have a data lake will also ...

A data warehouse is the storage of information over time by a business or other organization. New data is periodically added by people in various key departments such as marketing and sales.