You can go to your home country or any other country during notice period as long as your passport has valid Residence Permit of Qatar and you have valid Exit Permit. Once your employer has taken your passport for cancellation etc, you may not go home until final settlement.

Normally, no Employer will allow any Employee to go home during Notice Period !!