If you want to get less nervous, there's only one thing which will really help - just do it anyway. The more you perform, the less nervous you'll be. Unfortunate, that you have to confront the nerves to get over them, but good also. Stuff like approaching your audiences as a person rather than a magician, and treating them as if they were your good friends, will help overcome it.