A "Data Lake" allows for the centralized storage of large volumes of big data in its raw format. Unlike traditional databases, data lakes can handle structured and unstructured data, making them highly flexible for various types of analysis. This capability enables organizations to store everything from text files to video content without needing to structure it in advance. As a result, data lakes facilitate advanced analytical processes and support big data initiatives by providing an extensive resource for data scientists and analysts.