This module explores Delta Lake’s Time Travel feature and optimization techniques. Time Travel enables querying and restoring previous table versions, helping recover deleted records, track changes, and fix ELT pipeline issues. The module also covers performance optimization using the OPTIMIZE command to handle small files, Z-Ordering for efficient queries, and VACUUM to clean up unused files and manage storage. These techniques ensure data consistency, integrity, and efficiency in your data pipeline.