You'll gain confidence, but everyone is nervous when performing. Experience will relieve you of your nerves like nothing else.
Also, a SMALL amount (1-2 pints) of beer or 1-2 shots will help a bit. Any more than that and your playing will be affected.
Good luck, let us know how it goes!
Nathan