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43:06

Elastic Data Analytics Platform @Datadog

Posted by Doug Daniels  on  Feb 17, 2017 1 Posted by Doug Daniels  on  Feb 17, 2017 1

Doug Daniels discusses the cloud-based platform they have built at DataDog and how it differs from a traditional datacenter-based analytics stack, pros and cons and the tooling built.

33:53

Streaming Live Data and the Hadoop Ecosystem

Posted by Oleg Zhurakousky  on  Jan 29, 2017 Posted by Oleg Zhurakousky  on  Jan 29, 2017

Oleg Zhurakousky discusses the Hadoop ecosystem – Hadoop, HDFS, Yarn-, and how projects such as Hive, Atlas, NiFi interact and integrate to support the variety of data used for analytics.

50:21

Scaling Counting Infrastructure @Quora

Posted by Chun-Ho Hung  on  Jan 22, 2017 Posted by Chun-Ho Hung Nikhil Garg  on  Jan 22, 2017

Chun-Ho Hung and Nikhil Garg discuss Quanta, Quora's counting system powering their high-volume near-real-time analytics, describing the architecture, design goals, constraints, and choices made.

38:53

Developing a Machine Learning Based Predictive Analytics Engine for Big Data Analytics

Posted by Ali Jalali  on  Oct 16, 2016 Posted by Ali Jalali  on  Oct 16, 2016

Ali Jalali presents how to develop a machine learning predictive analytics engine for big data analytics.

38:06

Structuring Data for Self-Serve Customer Insights

Posted by Jim Porzak  on  Aug 12, 2016 Posted by Jim Porzak  on  Aug 12, 2016

Jim Porzak discusses creating an analyst ready data mart that is complete at different levels of abstraction and models customer decision points in order to be able to understand customers.

26:58

Creating Customer-Centric Products Using Big Data

Posted by Kriti Sharma  on  Jul 15, 2016 Posted by Kriti Sharma  on  Jul 15, 2016

Kriti Sharma talks about how Barclays is solving some of the toughest big data challenges in financial services using scalable, open source technology.

27:42

Hypermedia Web API as a Network of Data

Posted by Todd Brackley  on  Jun 14, 2016 1 Posted by Todd Brackley  on  Jun 14, 2016 1

Todd Brackley discusses accessing the “network of data” through a RESTful hypermedia API, exposing it to developers, testers, analysts and clients.

35:44

Big-Data Analytics Misconceptions

Posted by Irad Ben-Gal  on  May 03, 2016 Posted by Irad Ben-Gal  on  May 03, 2016

Irad Ben-Gal discusses Big Data analytics misconceptions, presenting a technology predicting consumer behavior patterns that can be translated into wins, revenue gains, and localized assortments.

47:32

Understanding Real-time Conversations on Facebook

Posted by Janet Wiener  on  Apr 17, 2016 Posted by Janet Wiener  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

Real-time Stream Computing & Analytics @Uber

Posted by Sudhir Tonse  on  Apr 09, 2016 Posted by Sudhir Tonse  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 Helena Edelson  on  Apr 03, 2016 Posted by Helena Edelson  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 Ali Kheyrollahi  on  Mar 22, 2016 1 Posted by Ali Kheyrollahi  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.

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