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 ...

More specifically, let’s look at data warehouses, data marts, operational data stores, data lakes, and their differences and similarities. A data warehouse was first formally defined by Bill Inmon in ...