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56:34

New Opportunities for Connected Data

Posted by Ian Robinson  on  May 27, 2014

In this solutions track talk, sponsored by Neo Technology, Ian Robinson takes a look at how size, structure and connectivity have converged to transform the data landscape.

51:12

A Call for Sanity in NoSQL

Posted by Nathan Marz  on  Apr 23, 2014 1

Nathan Marz discusses building NoSQL-based data systems that are scalable and easy to reason about.

40:50

Real Data Science at NASA

Posted by Chris Mattmann  on  Apr 08, 2014

Chris Mattmann envisions data science by integrating science software into rapid data production systems using cloud computing and open source software.

16:07

Ember-Data, the Way Forward

Posted by Igor Terzic  on  Dec 29, 2013

Igor Terzic presents several cases where Ember Data is used in production, and outlines some of the features that are intended to be included in the future.

14:25

Ember.js Advanced Patterns

Posted by Paul Chavard  on  Dec 20, 2013

Paul Chavard discusses advanced techniques for building large EmberJS applications with Ember Data.

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.

39:22

Spanner - Google's Distributed Database

Posted by Sebastian Kanthak  on  Nov 25, 2013

Sebastian Kanthak details how Spanner relies on GPS and atomic clocks to provide two of its innovative features: Lock-free strong reads and global snapshots consistent with external events.

42:04

Stream Processing: Philosophy, Concepts, and Technologies

Posted by Dan Frank  on  Nov 10, 2013 1

Dan Frank discusses stream data processing and introduces NSQ – Bitly’s open source queuing system – and other new technologies used for communication between streaming programs.

01:06:28

Clojure: Enemy of the State

Posted by Alex Miller  on  Sep 11, 2013 2

Alex Miller discusses Clojure’s approach to data, comparing it with OOP’s approach, and covering various related topics such as mutation, state vs. value, primitive and composite data.

37:03

Approximate Methods for Scalable Data Mining

Posted by Andrew Clegg  on  Aug 21, 2013

Andrew Clegg overviews methods and provides use cases for performing data sets operations like membership testing, distinct counts, and nearest-neighbour finding more efficiently.

32:03

The Code that Isn't There

Posted by Scott Vokes  on  Aug 20, 2013

Scott Vokes presents some lesser-known data structures and shows how probability distributions and content-addressable storage can become tools to shape global system behavior.

01:05:52

API Conf Panel: Education APIs

Posted by Audrey Watters, Jeremy Friedman, Oliver Hurst-Hiller, Marina Martin, Brian Whitmer  on  Jul 12, 2013

The panelists discuss their approaches in using APIs and open standards and data in the education sector.

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