Switching to DNF (Dandified YUM) over YUM in Red Hat-based Linux systems is recommended for enhanced performance, improved dependency resolution, parallel processing, and an updated codebase. DNF offers a more efficient and user-friendly package management experience, making it the preferred choice for Red Hat-based Linux distributions.