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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 overviews Spanner, covering details of how Spanner relies on GPS and atomic clocks to provide two of its most innovative features: Lock-free strong (current) reads and global snapshots that are 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.

31:36

JavaScript as Data Processing Language & HTML5 Integration

Posted by Quentin Adam  on  Jul 09, 2013

Quentin Adam discusses the connections between NoSQL, data processing, message broking and JavaScript, and how one can quickly prototype with these tools.

28:47

Next Top Data Model

Posted by Ian Plosker  on  Jun 26, 2013

Ian Plosker shares a number of techniques for establishing the data query patterns from the outset of application development, designing a data model to fit those patterns.

39:32

The Why, What and How of Open Data

Posted by Jeni Tennison  on  Jun 11, 2013

Jeni Tennison explains how to evaluate an organization's data assets as potential sources of open data, and how to deal with the thorny issues of derived and personal data.

40:56

The Data-Reader's Guide to the Galaxy

Posted by Steve Miner  on  Jun 07, 2013

Steve Miner discusses tag literals and data readers, what’s new in Clojure 1.5, and EDN (Extensible Data Notation).

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