Isn't Murphy's book more up to date and comprehensive as a reference?
Edit: Andrew Ng's Coursera course is CS229A (http://cs229a.stanford.edu/), not really watered down.
Edit: Andrew Ng's Coursera course is CS229A (http://cs229a.stanford.edu/), not really watered down.