Data Lake Architecture: Raw Data Storage at Scale March 27, 2026 11 min read Learn how data lakes store raw data at scale for machine learning and analytics, and the patterns that prevent data swamps. #data-engineering #data-lake #data-storage #ml #big-data #etl