When going into the tech/startup scene do degrees really matter?

I'm about to get my BBA but have the opportunity to stay an extra year and get my CS degree at the same time. Some have said for me to pursue it as it helps get a foot in the door, while others recommend to setup a GitHub or a personal site and show off things that I have built.