Data warehouse vs. data lake
Data lakes and data warehouses can hold a variety of data types. Data lakes, however, hold raw data, data yet to be processed. In some configurations, sensors, and other devices simply pour their data into data lakes to be stored, perhaps later a data scientist will come along and find value in it. Data warehouses differ from data lakes in that they hold processed data and store it in a refined format used by business operators.