This session will introduce participants to the concepts and types of SCD, highlighting the challenges and importance of effectively managing these dimensions in dynamic data environments. Attendees will learn how to utilize Vertica's powerful metadata capabilities and stored procedures to automate the tracking and updating of SCDs, ensuring that changes are accurately reflected and historical data integrity is maintained. The presentation will cover practical examples and best practices for designing and implementing a robust SCD management system in Vertica, including techniques for optimizing performance and scalability.