A data lake is a centralized repository that allows you to store all your structured and unstructured data at any scale. Unlike traditional data warehouses, which store data in a structured format, data lakes can hold raw data in its native format until needed for analysis. This flexibility makes data lakes ideal for big data analytics, machine learning, and real-time data processing. Common use cases include data storage for analytics, machine learning model training, and data exploration by data scientists and analysts.
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AI Fundamentals