I don't get any of the jokes, unless the joke is simply that they're using math terms -- in which case, I actually do recognize most of them, as a legacy of hanging out with mathematicians all these years. But you don't have to know math to realize this video is just *so cute*!
I don't know why I have such a fetish for mathematicians. But maybe you just shouldn't question these things...just accept and enjoy. :-)