PyData Boston 2013 talks: "Intro to scikit-learn" & "Realtime Predictive Analytics: Using scikit-learn and RabbitMQ"
Intro to scikit-learn
In this talk you will get a brief overview of Machine Learning and scikit-learn. This is a repeat of the talk I gave for PhillyPUG & DataPhilly which is a scaled down version of this talk from Pycon 2013 http://github.com/jakevdp/sklearn_pycon2013.
Realtime Predictive Analytics: Using scikit-learn and RabbitMQ
In this talk I'll describe how to deploy a predictive model in a production environment using RabbitMQ and scikit-learn. I'll show a realtime content classification system to demonstrate this design.