Big data dramatically will increase the amount of data sources and also the selection and volume of data that's helpful for analysis. ... A non-relational system are often accustomed to turn out analytics from huge information.
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Data lakes are a way of accumulating and processing data without any predefined structure, the purpose of which is not determined at the moment.
Just as data lakes, warehouses were initially created for enabling enterprises to store large sets of information and process it.
On the contrary to that approach, data warehouses contain data that was previously processed to match the following operations better.Please read the full article Data Warehouse vs Data Lake: Key Difference and How to Choose an Appropriate Option to know more about the difference between these two approaches.