Data lakes have become a key element in big data infrastructures, revolutionizing how businesses handle, store, and use enormous amounts of data. Data lakes provide an extremely flexible, scalable, and economical way to handle a wide range of data types from many sources, in contrast to typical data storage systems like data warehouses, which are frequently structured and schema-based. Their...