Say this when you are angry at someone because they've done something selfish, and they are not sorry about it. 

For example:

Can you believe the nerve of that girl? Staying out until 1 a.m. without so much as a phone call.

This is something that a parent can say about their teenage daughter. 

"Can you believe the nerve of ___" is only for spoken English.