Your video card is probably fine; it won't spin up (or turn on your monitor) until a bit later in the POST process.
I don't know the details of your motherboard, but what you need to do is clear the CMOS (BIOS) chip so it loads defaults and hopefully fires up.
Unplug the power cord, remove...