The term data lake refers to a centralized repository that allows you to store vast amounts of structured, semi-structured, and unstructured data in its raw format. Data lakes facilitate the ingestion of diverse data types without the need for a predefined schema, enabling organizations to perform advanced analytics and big data processing. This flexibility supports machine learning and real-time analytics, allowing businesses to derive insights and value from their data more effectively.