Father to be anxious about cost and responsibility

How do we prepare for and manage the expenses that come with having a baby? My wife and I were ecstatic when we discovered we were pregnant, but now reality has set in. I’m feeling very anxious about the challenge of supporting and caring for a child. Can you help?