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33:33

Deploying Machine Learning and Data Science at Scale

Posted by Nick Kolegraff  on  Dec 01, 2013

Nick Kolegraff discusses common problems and architecture to support all the phases of data science and how to start a data science initiative, sharing lessons from Accenture, Best Buy, and Rackspace.

43:47

Functional Programming for Optimization Problems with City of Palo Alto Open Data

Posted by Paco Nathan  on  Nov 23, 2013

Paco Nathan reviews an example data analysis application written in Cascalog used for a recommender system based on City of Palo Alto Open Data.

41:00

One to Many: The Story of Sharding at Box

Posted by Tamar Bercovici  on  Nov 17, 2013 3

Tamar Bercovici presents Box’s transition from a single MySQL database to a fully sharded MySQL architecture, all the while serving 2 billion queries per day.

29:19

Why Must I Use Cloud Foundry's Bosh? I just Learned Chef/Puppet!

Posted by Nic Williams  on  Nov 08, 2013

Nic Williams discusses deploying Cloud Foundry on AWS or OpenStack using Bosh, a tool chain for release engineering, deployment and lifecycle management of large scale distributed services.

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