quick study

noun2

1. •
   One who is capable of learning at a fast pace; a fast learner.
2. •
   An actor who is able to learn their lines in a short amount of time.

   • ... She is a quick study --' 'A what?' 'Learns her part rapidly, I mean. ... — 1880