Yes, you can. You have two options to do so:

If you do not speak any Hungarian yet, you can apply for a preparatory course first. After one year of intensive Hungarian learning, you are expected to continue your studies in a bachelor, master or doctoral programme in Hungarian.

If you have at least an intermediate (B2) level of Hungarian language knowledge, you can also apply for a study programme in Hungarian on all the available study levels that are listed here.