Videos? You want a fast processor with hyperthreading, lots of memory like 16gig would do wonders, and fast hard drive, like an SSD.
The video card, as stated previously, can be any decent midrange card. Something like a 7850 or 660ti at the $200 price range would be plenty enough for what you are talking about, and more.