Data Lakes
Data Science
A centralized repository that allows storing structured and unstructured data at any scale.
Detailed Explanation
A data lake is a centralized storage system that accommodates large volumes of both structured data (like databases) and unstructured data (like images or videos). It enables organizations to store raw data in its native format before processing or analysis, providing flexibility for various data science tasks and enabling insights through scalable, cost-effective storage.
Use Cases
- •Use case: Storing diverse raw data for scalable, flexible analysis and machine learning model training in data science projects.
Related Terms
Other terms in the Data Science category