I think some would say that the "actual" shape (and possibly easier to learn) is more of a spiral than a table format.
(And why is iron below helium, neon, and argon? That makes no sense at all.)
Or, in other words, the disadvantage of putting more space farther out is that you lose the most important property of the periodic table, which is the groups.