The term "data lake" refers to a centralized repository in big data management that allows for the storage of raw, unstructured, and structured data in its native format. Unlike traditional data warehouses, data lakes are designed to handle vast amounts of data from various sources, providing a flexible framework for data analysis and processing. This approach enables organizations to retain valuable insights, facilitating advanced analytics and machine learning applications, thereby enhancing their data-driven decision-making capabilities.