Student or Learner
"the energy source of choice"
[not a teacher]
Idiom: of choice Preferred above others of the same kind or set: "the much used leveraged buyout as the weapon of choice" (Alison Leigh Cowan).
choice - definition of choice by the Free Online Dictionary, Thesaurus and Encyclopedia.