GDPR compliance with Apache Iceberg requires a thorough understanding of data deletion processes due to its immutable architecture, which complicates the removal of user-identifiable information. The guide outlines key challenges, strategies for compliance, and operational best practices for managing deletions and historical snapshots effectively. It also suggests using a managed solution like Ryft for simplified compliance management.