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A data lake is a centralized repository that stores large amounts of raw data in its native format, including structured, semi-structured, and unstructured data.
Organizations use data lakes to store diverse datasets like logs, images, and sensor data. Data scientists and analysts then process this data for machine learning, reporting, or other purposes.
A smart city project stores real-time data from traffic sensors, weather updates, and public transport in a data lake. Analysts use this data to optimize traffic flow and reduce congestion.

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