Song Help Request Nowhere in a hurry blues

I'm looking for some help. There is an old obscure blues/folk song titled "I['m going nowhere in a hurry Blues. I found someone playing it on youtube.

http://www.youtube.com/watch?v=cGIpLG2k1y4

I would love to try this on the uku but I am very new to the uku and I do not know about music well enough to figure out the chords. If anyone can help I would be very greatful. Please help. Thanks for reading.