Mug up (4)
I believe the answer is:
swot
'mug up' is the definition.
(synonyms)
This is all the clue.
(Other definitions for swot that I've seen before include "Nerd" , "Hard-working student" , "Study too much - or the student" , "Student who studies harder than others" , "Intensive studier" .)