Sleep it off. What I do to get over colds is grab myself my half a gallon water jug a box of salt, and camp.
I subject the germs to drowning. There will be no Noah's ark for them. Oh and the salt and water to ease the cough. But don't worry about going out in the cold. So long as you don't die of hypothermia, you won't catch anything out there.