In a lot of fields (not all) it is highly unusual to pay for your masters/phd
I've known people who got scholarships but can't say I'm aware of any field in which paying for your own graduate degree is rare.
If you do get an offer to study, but without sponsorship, it’s a signal they don’t really want you.