An exclamation used when one is confused, puzzled, embarrassed, or has no clue what just happened. The repeating of "What Da" is used for sophistication. It does not technically mean What the fuck?
A phrase you can use around your parents instead of "what the fuck" and can be goofy with in public to annoythe shit out of them, works especially on teachers.