I've found this set of tutorials to be a great resource for picking up many machine learning methods http://www.autonlab.org/tutorials/ http://www.autonlab.org

I've found this set of tutorials to be a great resource for picking up many machine learning methods http://www.autonlab.org/tutorials/ http://www.autonlab.org/tutorials/ Somewhat complementary is this set of implementations (in Python) of many common machine learning techniques http://www-ist.massey.ac.nz/smarsland/MLbook.html http://www-ist.massey.ac.nz/smarsland/MLbook.html