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AI, ML & Data Engineering

Pulsar: Real-time Analytics at Scale

Sharad Murthy & Tony Ng present Pulsar, a real-time streaming system which can scale to millions of events per second with high availability and 4GL language support.

Tony Ng Sharad Murthy
on Sep 13, 2015

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44:41
Architecture & Design

Interactive Analytics at Scale with Druid

Julien Lavigne du Cadet discusses how Criteo uses Druid: an open-source, real-time data store designed to power interactive applications at scale, covering Druid's architecture and internals.

Julien Lavigne
on Aug 14, 2015

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58:31
Analyzing Social Networks with F#

Evelina Gabasova explains how to run a social network analysis on Twitter and how to use data science tools to find out more about followers.

Evelina Gabasova
on Apr 22, 2015

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53:13
Customer Insight, from Data to Information

Thore Thomassen shares from experience how to combine structured data in a DWH with unstructured data in NoSQL, and using parallel data warehouse appliances to boost the analytical capabilities.

Thore Thomassen
on Mar 27, 2015

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57:10
Customer Analytics on Hadoop

Bob Kelly presents case studies on how Platfora uses Hadoop to do analytics for several of their customers.

Bob Kelly
on Dec 07, 2014

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34:13
Dashboarding: The Developers’ Role in Data Analysis

Seth Juarez shares insight on how to create applications that use dashboards to drive value, convert raw data into answers, and simplify business processes.

Seth Juarez
on Dec 06, 2014

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01:01:18
Scaling Chartbeat from 8 Million Open Browsers to Realtime Analytics and Optimization

Wesley Chow presents Chartbeat's real-time analytics platform and how able to handle the requests in a cost efficient manner using a custom written analytics engine in C and Lua.

Wesley Chow
on Oct 26, 2014

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48:17
Introduction to Data Science

Bryan Nehl makes an introduction to the data science: data formats, ETL tools, NoSQL databases, languages, libraries, techniques and approaches for exploring data and extracting value from it.

Bryan Nehl
on Oct 10, 2014

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46:28
Persistence: A View from Stratosphere

Stefan Edlich discusses big data systems -Spanner, Presto- and the future of data persistence, data analytics, data formats and of NoSQL/NewSQL in general.

Stefan Edlich
on Oct 04, 2014

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37:40
Haskell in the Newsroom

Erik Hinton discusses the successes and failures of making a cultural shift in the newsroom at NYT to accept Haskell and some of the projects Haskell has been used for.

Erik Hinton
on Apr 02, 2014

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36:27
R for Big Data

Indrajit Roy presents HP Labs’ attempts at scaling R to efficiently perform distributed machine learning and graph processing on industrial-scale data sets.

Indrajit Roy
on Dec 15, 2013

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46:05
Functional Programming for Optimization Problems with City of Palo Alto Open Data

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

Paco Nathan
on Nov 23, 2013

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43:47