2014-03-20-machine-learning-at-scale-with-python.md

layout	title	date	categories	slug
post	Machine learning at scale with Python	2014-03-20 20:00	python machine-learning	machine-learning-at-scale-with-python

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.