There's quite a substantial difference between ml-class.com and the equivalent CS 229 (Machine Learning). The former is much dumbed down, but still informative.
This link gives you access to the current (2011) lecture as it's being taught, if you're interested: http://171.64.93.201/ClassX/system/users/web/pg/view_subject...