Realtime predictive analytics using scikit-learn & RabbitMQ
Scikit-learn is an awesome tool allowing developers with little or no machine learning knowledge to predict the future! But once you’ve trained a scikit-learn algorithm, what now? In this talk, I describe how to deploy a predictive model in a production environment using scikit-learn and RabbitMQ. You’ll see a realtime content classification system to demonstrate this design.
Slides can be found at: https://speakerdeck.com/pycon2014 and https://github.com/PyCon/2014-slides