get links

I know how to get all links from a web page or links that begin with something or end with something. However, today I have a different problem. This is the page:
http://www.youtube.com/user/thenewboston#g/c/FE2CE09D83EE3E28
I want only the video links from the playlist. There are some video links in the left hand bottom side of the page. I want to skip them.
Thanks.