My talk for the San Diego Data Science meetup: http://www.meetup.com/San-Diego-Data-Science-R-Users-Group/events/170967362/

About:

  • Setup StarCluster to launch EC2 instances
  • Running IPython Notebook on Amazon EC2
  • Running single node Machine Learning jobs using multiple cores
  • Distributing jobs with IPython parallel to multiple EC2 instances

  • See HTML5 slides: http://bit.ly/ml-ec2
  • See the IPython notebook sources of the slides: http://bit.ly/ml-ec2-ipynb

Finally the Github repository with additional material, under MIT license: https://github.com/zonca/machine-learning-at-scale-with-python

Any feedback is appreciated, google+, twitter or email.