Data lakes are centralized repositories that allow for storing all structured and unstructured data at any scale. With the increasing importance of big data, data lakes have emerged as a flexible alternative to traditional data warehouses. This summary synthesizes research papers on various aspects of data lakes, from their architecture and management to specific applications.