Generally, the stuff you need to get something done overlaps pretty well with the stuff you need to get other stuff done. Not 100% but enough you're probably not wasting your time.

It's at least as good a heuristic as "prof said it's important".

because every field has the 101 stuff that nobody uses anymore but they teach to the newbies 'for experience'