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Data Science Follow 210 Followers

Large Scale Machine Learning for Payment Fraud Prevention

Posted by Venkatesh Ramanathan  on  Aug 05, 2017 Posted by Venkatesh Ramanathan Follow 0 Followers  on  Aug 05, 2017

Venkatesh Ramanathan presents how advanced machine learning algorithms such as Deep Learning and Gradient Boosting are applied at PayPal for fraud prevention.

Culture & Methods Follow 133 Followers

Portfolio Planning and Prioritization at Scale

Posted by Jasper Sonnevelt  on  Aug 04, 2017 Posted by Jasper Sonnevelt Follow 0 Followers  on  Aug 04, 2017

Jasper Sonnevelt discusses how to do portfolio planning and prioritization at scale, elaborating on practices developed at one of the largest banks in Netherlands.

Architecture & Design Follow 481 Followers

Building Microservices @Squarespace

Posted by Franklin Angulo  on  Aug 02, 2017 Posted by Franklin Angulo Follow 0 Followers  on  Aug 02, 2017

Franklin Angulo discusses SquareSpace's journey from a monolith architecture to microservices including lessons learned, frameworks and OSS projects used, integration points with service discovery.

Data Science Follow 210 Followers

AI as a Service at Scale: Retail Case Study

Posted by Eldar Sadikov  on  Jul 29, 2017 Posted by Eldar Sadikov Follow 0 Followers  on  Jul 29, 2017

Eldar Sadikov discusses emerging applications of AI in retail, illustrating how Jetlore's machine learning rank technology is currently utilized to power millions of consumer experiences every day.

DevOps Follow 177 Followers

A Series of Unfortunate Container Events @Netflix

Posted by Amit Joshi  on  Jul 26, 2017 Posted by Amit Joshi Follow 0 Followers , Andrew Spyker Follow 0 Followers  on  Jul 26, 2017

Amit Joshi and Andrew Spyker talk about Project Titus, Netflix's container runtime on top of Amazon EC2.

Architecture & Design Follow 481 Followers

Survival of the Fittest - Streaming Architectures

Posted by Michael Hansen  on  Jul 26, 2017 Posted by Michael Hansen Follow 0 Followers  on  Jul 26, 2017

Michael Hansen talks about the core principles that will stand the tests of streaming evolution, the potential pitfalls that we may stumble over on our path to streaming and how to avoid these.

Data Science Follow 210 Followers

Streaming for Personalization Datasets at Netflix

Posted by Shriya Arora  on  Jul 26, 2017 Posted by Shriya Arora Follow 0 Followers  on  Jul 26, 2017

Shriya Arora discusses challenges faced with stream processing unbounded datasets, comparing microbatch with event-based approaches using Spark and Flink.

Culture & Methods Follow 133 Followers

Refactoring Organizations - A Netflix Study

Posted by Josh Evans  on  Jul 25, 2017 Posted by Josh Evans Follow 0 Followers  on  Jul 25, 2017

Josh Evans uses Netflix as a case study to illustrate how specific strategies, framed as technical analogs, have been employed to maximize engineering agility, velocity, and impact.

DevOps Follow 177 Followers

BLESS: Better Security and Ops for SSH Access

Posted by Bryan Payne  on  Jul 19, 2017 Posted by Bryan Payne Follow 0 Followers  on  Jul 19, 2017

Bryan Payne talks about BLESS in general: what it is, how it works, and how we can start using it. He explores the Netflix BLESS production architecture and how other companies have used BLESS.

Data Science Follow 210 Followers

Adopting Stream Processing for Instrumentation

Posted by Sean Cribbs  on  Jul 19, 2017 Posted by Sean Cribbs Follow 0 Followers  on  Jul 19, 2017

Sean Cribbs talks about the interface Comcast has designed for their instrumentation system, how it works, how the stream processor manages flows on behalf of the user, and some trade-offs applied.

Web API Follow 72 Followers

Lufthansa Open API Fueling Digital Transformation in Travel

Posted by Reinhart Lanegger  on  Jun 17, 2017 Posted by Reinhart Lanegger Follow  Followers  on  Jun 17, 2017

Reinhart Lanegger exemplifies how Lufthansa uses APIs to perform a transformation of their company.

Architecture & Design Follow 481 Followers

Spotify's Reliable Event Delivery System

Posted by Igor Maravic  on  Jun 08, 2017 1 Posted by Igor Maravic  Followers  on  Jun 08, 2017 1

Igor Maravic talks about the design and operational aspects of Spotify’s reliable event delivery system.

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