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46:28

Introduction to Data Science

Posted by Bryan Nehl  on  Oct 10, 2014

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.

43:56

Machine Learning at Netflix Scale

Posted by Aish Fenton  on  Oct 07, 2014 4

Aish Fenton discusses Netflix' machine learning algorithms, including distributed Neural Networks on AWS GPUs, providing insight into offline experimentation and online AB testing.

43:53

My Mobile App Only Works on My Phone? How to Scale Enterprise Mobile Apps

Posted by Cassandra Shum,Maria Gomez  on  Oct 05, 2014

The authors discuss patterns and technologies needed to scale large enterprise mobile systems, covering handling network connectivity, data reliability and real-time communication.

37:40

Persistence: A View from Stratosphere

Posted by Stefan Edlich  on  Oct 04, 2014

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

42:32

Architecture War Stories

Posted by Stefan Tilkov  on  Oct 04, 2014

Stefan Tilkov shares entertaining examples of real life architectural disasters in software projects.

01:00:19

Modeling on the Web

Posted by Pedro J. Molina  on  Oct 02, 2014

Pedro Molina presents the challenges, benefits and limitations creating a cloud-based DSL tool. A demo of such a tool is included.

42:23

An Unseen Interface

Posted by Halle Winkler  on  Sep 28, 2014

Halle Winkler overviews the state of speech technology, examining the opportunities in usability and new forms of usage that become available with speech interfaces in mobile apps.

48:04

Leveraging Big Data for Payment Risk Management

Posted by John Canfield  on  Sep 28, 2014

John Canfield discusses the changing payment ecosystem, innovations in mining and organizing unstructured data from many sources, and approaches to deciding for loss minimization and user experience.

48:40

Learnings from Building and Scaling Gilt

Posted by Michael Bryzek  on  Sep 28, 2014

Michael Bryzek shares lessons learned from startup to a leading ecommerce companies, starting with behavioral psychology and reflecting on the decisions made and tradeoffs considered as they scaled.

41:29

Finding the Needle in the Haystack - or - Troubleshooting Distributed Systems

Posted by Anthony Molinaro  on  Sep 23, 2014

Anthony Molinaro discusses the challenges of troubleshooting distributed systems and using Mondemand to track down issues with various services in a distributed system.

43:34

You Don't Need a PaaS; the Epic Search for Truth

Posted by Russell Miles  on  Sep 21, 2014

Russell Miles tries to uncover the PaaS truth based on his experiences using and building PaaSs for various organisations.

46:57

How Netflix Leverages Multiple Regions to Increase Availability: An Active-Active Case Study

Posted by Ruslan Meshenberg  on  Sep 21, 2014

Ruslan Meshenberg discusses Netflix's challenges, operational tools and best practices needed to provide high availability through multiple regions.

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