Will my iTunes account disappear along with all of my purchases if I factory reset my iPad?

No, your iTunes account and all your purchases will not disappear if you factory reset your ipad. Your purchases are linked to your Apple ID, so as long as you remember your login credentials, you can access your purchases again after re-signing into your account. However, any content stored locally on the ipad will be erased during the factory reset.