Embedding Interactive Maps into an IPython Notebook

Using HTML widgets to create interactive maps on an IPython Notebook

python, ipython, html5, canopy, pandas, matplotlib, basemap, Google Maps, OpenLayers

Support Vector Machines

Introduction to the inner workings of support vector machines

python, machine learning, Artificial Intelligence, scikit-learn

Decision tree classifier

A simple implementation of the ID3 algorithm.

python, machine learning, Artificial Intelligence

Making the case for Jython

A real life example that shows the power of the JVM based Python implementation

python, pandas, Natural language processing, jython, java, jvm

Machine learning and small problems

Predicting world cup matches to avoid cooking.

Artificial Intelligence, ipython, machine learning, python