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47:32
Data Science Follow 376 Followers

Understanding Real-time Conversations on Facebook

Posted by Janet Wiener  on  Apr 17, 2016 Posted by Janet Wiener Follow 0 Followers  on  Apr 17, 2016

Janet Wiener discusses using a data pipeline and graphic visualizations to extract and analyze the Chorus – the aggregated, anonymized voice of the people communicating on Facebook - in real time.

47:25
Data Science Follow 376 Followers

Real-time Stream Computing & Analytics @Uber

Posted by Sudhir Tonse  on  Apr 09, 2016 Posted by Sudhir Tonse Follow 0 Followers  on  Apr 09, 2016

Sudhir Tonse discusses using stream processing at Uber: indexing and querying of geospatial data, aggregation and computing of streaming data, extracting patterns, TimeSeries analyses and predictions.

43:44
Data Science Follow 376 Followers

Rethinking Streaming Analytics for Scale

Posted by Helena Edelson  on  Apr 03, 2016 Posted by Helena Edelson Follow 1 Followers  on  Apr 03, 2016

Helena Edelson addresses new architectures emerging for large scale streaming analytics based on Spark, Mesos, Akka, Cassandra and Kafka (SMACK) or Apache Flink or GearPump.

56:34
Data Science Follow 376 Followers

Insights from History of Rock Music via Machine Learning

Posted by Ali Kheyrollahi  on  Mar 22, 2016 1 Posted by Ali Kheyrollahi Follow 0 Followers  on  Mar 22, 2016 1

Ali Kheyrollahi uses clustering and network analysis algorithms to analyze the publicly available Wiki data on rock music to find mathematical relationship between artists, trends and subgenres.

01:19:35
Data Science Follow 376 Followers

Supercharging Operations and Analytics: Using Spring XD to Support Analytics and CEP

Posted by Joseph Paulchell  on  Feb 28, 2016 1 Posted by Joseph Paulchell Follow 0 Followers  on  Feb 28, 2016 1

Joseph Paulchell discusses the journey from batch-oriented processes using databases to a real-time data streaming solution and the significant benefits achieved as well as the challenges encountered.

01:15:00
Data Science Follow 376 Followers

IoT Realized - The Connected Car v2

Posted by Phil Berman  on  Jan 30, 2016 Posted by Phil Berman Follow 0 Followers , Michael T Minella Follow 0 Followers  on  Jan 30, 2016

Phil Berman and Michael T Minella present a solution developed with Spring XD to stream real-time analytics from a moving car using open standards.

50:36
Enterprise Architecture Follow 73 Followers

Powering the Industrial Enterprise: Introducing the IOT Platform-as-a-Service

Posted by Jesus Rodriguez  on  Oct 31, 2015 Posted by Jesus Rodriguez Follow 0 Followers  on  Oct 31, 2015

Jesus Rodriguez explores the characteristics of the IOT PaaS vs. predecessor PaaS architectures, focusing on device management, event driven integration, real-time analytics and offline communication.

33:04
Culture & Methods Follow 280 Followers

Data Driven Product Development

Posted by Lyndon Maher  on  Oct 14, 2015 Posted by Lyndon Maher Follow 0 Followers , Paul McManus Follow 0 Followers  on  Oct 14, 2015

Lyndon Maher, Paul McManus discuss data driven development, how to collect data, getting feedback, tools to use, and how to integrate a data-driven mentality into the team.

32:31
Development Follow 220 Followers

Reporting and the First Law of Holes

Posted by Sebastian von Conrad  on  Sep 29, 2015 Posted by Sebastian von Conrad Follow 0 Followers  on  Sep 29, 2015

Sebastian von Conrad advises on reporting: capturing the right data at the right time, best practices and cleaning up reporting debts in code bases.

44:41
Big Data Follow 43 Followers

Pulsar: Real-time Analytics at Scale

Posted by Sharad Murthy  on  Sep 13, 2015 Posted by Sharad Murthy Follow 0 Followers , Tony Ng Follow 0 Followers  on  Sep 13, 2015

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.

48:35
Development Follow 220 Followers

Exploratory Data Analysis with R

Posted by Matthew Renze  on  Sep 13, 2015 3 Posted by Matthew Renze Follow 0 Followers  on  Sep 13, 2015 3

Matthew Renze introduces the R programming language and demonstrates how R can be used for exploratory data analysis.

58:31
Architecture & Design Follow 897 Followers

Interactive Analytics at Scale with Druid

Posted by Julien Lavigne  on  Aug 14, 2015 Posted by Julien Lavigne Follow 0 Followers  on  Aug 14, 2015

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.

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