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47:25

Real-time Stream Computing & Analytics @Uber

Posted by  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

Rethinking Streaming Analytics for Scale

Posted by  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

Insights from History of Rock Music via Machine Learning

Posted by  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

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

Posted by  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

IoT Realized - The Connected Car v2

Posted by  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

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

Posted by  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

Data Driven Product Development

Posted by  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

Reporting and the First Law of Holes

Posted by  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

Pulsar: Real-time Analytics at Scale

Posted by  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

Exploratory Data Analysis with R

Posted by  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

Interactive Analytics at Scale with Druid

Posted by  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.

50:08

Product thru the Looking Glass

Posted by  on  Jul 05, 2015

Chris Matts discusses how to manage product mastery, how do we decide whether to use analysis or product management techniques, and what does an end-to-end process looks like.

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