I am quite new at playing the guitar and I have been struggling for some time to learn a piece of music that Mike Rutherford plays in 2nd Home By The Sea (Genesis)

The link is below to you tube where you can hear it and it runs from 4.20 through to 4.50. Is it really that difficult to learn or is it just me?

If you can manage to solve it, I would be deeply grateful.