Hypothetically you could do it with a sterilized needle. That's all that is going on in a piercing shop. You may have problem finding a needle that is thick enough.
If money is an issue, you might be able to find a piercer who has an apprentice who will pierce your nose for practice. I have never had any problems with piercings done by apprentices.