Crushing badly...on my professor

Having anxiety about going to my dorkable professor's class who I have twice a week. Any suggestions on how to control/manage these emotions and worries without making a fool of out of myself? Thanks!

(I should add that I've taken another class with him and have been communicating with each other through email ever since).