It is rather short and I would suggest going through all of it. It won't take long. Plus don't forget the exercises.
I asked more to hear the author's opinion about which of the concepts are most directly applicable/related to web development so I can start with those (feel free to answer if you know!).
Otherwise, the only reasonable answer is http://norvig.com/21-days.html