A data lake is a centralized repository that allows businesses to store all their structured and unstructured data at any scale. Unlike traditional data storage systems, data lakes can ingest and store raw data in its native format. This flexibility makes data lakes a valuable asset for businesses aiming to leverage big data analytics, machine learning, and advanced data processing techniques.