Videos can also generate links back to your site from the site they are hosted on. These links can increase your pagerank. Another benefit is that most of the sites that host the video have a search ability and your video can be found on that site, which in turn drives traffic to your site.
Videos embedded in site can be very beneficial as a selling point on your site, it is much more engaging to watch and listen to someone than it is to read text.