Its very easy to embed video widgets from YouTube and a variety of other sources. You get the embed code and and you paste it into the editor using source view toolbar button to get to raw html view. For example I posted a video of me playing guitar in my blog from my MySpace profile. Video files are large and expensive to serve so its ideal offloading the serving/storage of the video to the free services and just embedding it in your content.
Hope it helps,