Neither means none of a list of choices: Neither snow nor rain nor heat nor gloom of night stays these couriers from the swift completion of their appointed rounds.
Either means one of two choices: I can't decide between the Corvette and the Prius. Either one would suit me.
Both means every one of two (and only two) choices: Both the Corvette and the Prius are too expensive.
Student or Learner