Yes, that is a fantastic quote from ol' Friedrich (he has so many). One my favourites growing up was this:

"So long as you think of the stars as something above you, you lack the eye of the man of knowledge."

Everyone should read Nietzsche at some point. Even if you end up disagreeing with a lot of what he says, there is no reading experience like it—its cerebral and visceral at the same time.