Using This Dandruff Home Remedy. For severe cases of a dry itchy scalp, or if you have no way of purchasing Olive Oil Shampoo, another good Dandruff Home Remedy you can use is Pure Virgin Olive Oil for a dry scalp treatment. It's important to heat the olive oil but use commonsense, you don't want to fry your scalp!