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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.

48:53

A/B Testing + Continuous Delivery = Everyday Product Launches

Posted by Nellwyn Thomas  on  Aug 17, 2014

Nellwyn Thomas discusses how Etsy is using A/B testing, how Etsy's data-driven culture has evolved over time and how continuous delivery and big data can coexist.

48:24

From Experiments to Insights at Pinterest

Posted by Andrea Burbank  on  Apr 19, 2014

Andrea Burbank discusses the evolution of Pinterest's A/B testing platform and how one can learn from their mistakes to go from simply running experiments to actually deriving insights.

34:40

A/B Testing: Lessons Learned at Spotify

Posted by Danielle Jabin  on  Apr 06, 2014

Danielle Jabin shares some of Spotify's key takeaways from their A/B testing efforts and the challenges they faced in building out their A/B testing infrastructure.

31:48

Managing Experimentation in a Continuously Deployed Environment

Posted by Wil Stuckey  on  Jul 25, 2013

Wil Stuckey explains how Etsy manages to deploy nearly ~10,000 changes in one year, and how they run A/B experiments in the midst of continual code change.

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