The function of a data lake is to store vast amounts of unstructured or semi-structured data in its raw format. Data lakes allow organizations to retain data without extensive preprocessing, enabling flexible data analytics and machine learning applications. They support diverse data types, promoting the exploration and discovery of insights across large datasets.