Yes. You may apply for scholarships if you are not an Australian citizen.

Visit the Scholarships website and search for available scholarships by selecting your citizenship status under Filter your search. You can also register your details for the Scholarships Email Alert to receive notifications of scholarships that match your criteria as they open for application.