to make yourself do sth even though you are afraid to do it
pluck up (the) courage (to do sth)
to make yourself do sth even though you are afraid to do it
I finally plucked up the courage to ask her for a date.
Definitions from the Oxford Advanced Learner's Dictionary, 9th edition