Learning Data Mining with Python - Second Edition

Scikit-learn tutorials

URL: http://scikit-learn.org/stable/tutorial/index.html

Included in the scikit-learn documentation is a series of tutorials on data mining. The tutorials range from basic introductions to toy datasets, all the way through to comprehensive tutorials on techniques used in recent research. The tutorials here will take quite a while to get through—they are very comprehensive—but are well worth the effort to learn.

There are also a large number of algorithms that have been implemented for compatability with scikit-learn. These algorithms are not always included in scikit-learn itself for a number of reasons, but a list of many of these is maintained at https://github.com/scikit-learn/scikit-learn/wiki/Third-party-projects-and-code-snippets ...