So you want to use video.
There are a few options for hosting and each one varies how you incorporate them into the site.
Embed Code
Place a snippet of code provided by the host site (youtube, vimeo, etc) into the HTML portion of your page editor.
Hyperlink
Place a link to a video on another website's page.
