This is the set of IPython notebooks I used for the intro ML class I taught for introtohacking.github.io
Use the IPython slide viewer to view the main presentation, and IPython nbviewer to view the rest.
This presentation has been pieced together from my own knowledge and tutorials such as the Scipy2013 sklearn tutorial. Other sources include Andreas Mueller's excellent sklearn presentation and the many tutorials available in the sklearn documentation.