Hmmm, shut it down? If it was me, here's what I would do:
Turn off PC. Take out the monitor cable from the back of the motherboard. Open case panel. Insert new video card, screw it in, connect power if necessary. Close panel. Plug monitor cable to back of new video card. Power on. Wait to boot into Windows. Install video drivers. Change video settings as needed to personal taste.