Data Lake

A database is a structured data repository that is electronically stored and retrieved. While smaller databases can be stored on a file system, larger ones require computer clusters or cloud hosting to accommodate their size and complexity. MySQL,PostgreSQL, Informix, Sybase, and many more are some examples of the different kinds of databases that exist. 

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Why would you need a data lake? 

1) Centralized storage: A data lake provides a centralized repository for storing all data types, regardless of format or structure. This makes it easier for organizations to manage and analyze their data.

2) Scalability: A data lake can scale to store large amounts of data, making it a good choice for organizations with rapidly growing data volumes.

3) Analytics: A data lake can serve as a foundation for advanced analytics, such as machine learning and artificial intelligence, by providing sources of data for the models to train.