What is the difference between a database and a data lake?
An example of an AI chatbot conversation about the differences between databases and data lakes.
What is the difference between a database and a data lake?
A database is structured for specific queries and transactions, while a data lake stores raw data for various uses.
Can you give me examples of when to use each?
Use a database for transactional data like customer records, and a data lake for large-scale analytics on unstructured data.
What are the advantages of using a data lake?
Data lakes allow for flexible data storage, scalability, and the ability to analyze diverse data types.
Are there any downsides to using a data lake?
Yes, data lakes can lead to data governance issues and may require more complex data management strategies.
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