Delta Lake vs Apache Iceberg for ML Data Versioning
Machine learning data versioning has become a critical challenge for organizations building production ML systems. As datasets grow larger and more complex, the need for robust data management solutions that can handle versioning, time travel, and schema evolution has intensified. Two technologies have emerged as leading solutions in this space: Delta Lake and Apache Iceberg. … Read more