Data Lake

A Data Lake is a centralized repository designed to store large quantities of structured, semi-structured, and unstructured data in its raw format. Built on cost-effective storage like AWS S3 or Google Cloud Storage, it provides flexibility but historically lacked the performance and transactional guarantees of data warehouses. Data lakes serve as the foundation for modern architectures like the Lakehouse.