How to embed the wpmudev's videos within CoursePress?

Hi,
I want to create some context for the users that will see the helpful WP videos, so i have started setting up a Course on CoursePress Pro. in the section that says Featured Video its asking for URL or Browse. Currently i just have a large list of all the embed codes, when entering just the url on its own for the video it doesn't work. Is there another way to add the videos here?
I want to have a breakdown of chapters one for each of the videos

Domain & course page - http://tinyurl.com/q58ogld

Support access is ACTIVE until September 5, 2015 3:03 am

Thanks

Tom