A data lake is a centralized repository that stores vast amounts of raw data in its native format until needed. Unlike traditional databases, it supports structured, semi-structured, and unstructured data. Data lakes enable scalable, cost-effective storage and allow for advanced analytics, machine learning, and big data processing applications.
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