Yes you can. You have two options.
Option one. Upload your video to your media library and then insert it into a blogpost using some of the Jetpack features for embedding videos. (not recommended).
Option two (recommended). Upload your video to a major video sharing site, like Youtube or Vimeo. Then use the embed code to insert into your pages, sidebar or blogpost.
Posted in: Content Management