When you learn True Polymorph, do you learn about every creature in existence?

When a wizard learns true polymorph, do they also learn about every creature in existence? Since the spell says the new form can be a creature of any kind you choose, it seems to me that this would mean they must have gained some knowledge about every creature in existence.

Or can you only turn into creatures that you have encountered "in your lifetime"?