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33:33
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Deploying Machine Learning and Data Science at Scale

Posted by Nick Kolegraff  on  Dec 01, 2013 Posted by Nick Kolegraff Follow 0 Followers  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
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Functional Programming for Optimization Problems with City of Palo Alto Open Data

Posted by Paco Nathan  on  Nov 23, 2013 Posted by Paco Nathan Follow 0 Followers  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
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One to Many: The Story of Sharding at Box

Posted by Tamar Bercovici  on  Nov 17, 2013 4 Posted by Tamar Bercovici Follow 0 Followers  on  Nov 17, 2013 4

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

Posted by Nic Williams  on  Nov 08, 2013 Posted by Nic Williams Follow 0 Followers  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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