Software known as a data lake is a centralized repository that stores large volumes of structured and unstructured data in its native format. This type of software is designed to accommodate diverse data types, making it easier for organizations to perform big data analytics and machine learning. Data lakes provide flexibility and scalability, allowing for insights that can drive business decisions.