Slides can be found here: slideshare.net/PyData/bayesian-machine-learning-python-nave-bayes-pydata-sv-2013
Bayesian Algorithms are employed in machine learning algorithms including classification, collaborative filtering & recommendation engines. This tutorial introduces the Naïve Bayes and it’s application to classification problems. We will work thru a few problems using pencil & paper as well as Python programming. We will use nltk & publicly available data. It will be a hands-on tutorial – github url for code & slide set http://goo.gl/2DOQX. Please install nltk & download the data.