Data compression and backup are essential skills for handling large data volumes in Red Hat Linux.Data compression reduces file sizes to save storage space, speed up transfers, and lower costs.Common compression tools in Red Hat Linux include gzip, bzip2, xz, tar, zip, and unzip.Backups are crucial for preventing data loss, disaster recovery, and allowing rollback in case of accidents.