Data Lakes vs Data Warehouses

A data lake stores structured, cleaned data; a data warehouse stores raw data A data lake stores raw data in native formats with schema-on-read; a data warehouse stores structured, transformed data with schema-on-write Data lakes are always on-premises; data warehouses are always in the cloud They are the same concept with different marketing names