Using WPMU Videos on my website

I just activated the WPMU videos plugin. I see that the videos are viewable in the admin area, but from the description, it sounded like these might be available on the front end of our website. Is that correct? If so, I tried to add a page with the shortcode and it is not showing the video.

Please advise.