How can I resolve the error "reboot and select proper Boot device or insert boot media in selected boot device and press a key"?

I'm having a problem with my computer. It displays

reboot and select proper Boot device or insert boot media in selected boot device and press a key

Why does it display that message and how can I resolve it?