Yes, you can lock down the taskbar to keep it from disappearing. It's called Auto-hide:
- Do a search for Taskbar and Start Menu Properties.
- Click the Taskbar tab at upper left.
- Uncheck the Auto-hide the taskbar box.
- Click Apply or OK at the bottom and your taskbar is now set to remain on screen at all times.