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41:59
Architecture & Design Follow 475 Followers

Dynamically Re-configurable Event-driven Systems

Posted by Danny Goovaerts  on  Aug 30, 2017 Posted by Danny Goovaerts Follow 0 Followers  on  Aug 30, 2017

Danny Goovaerts combines event-driven business modeling and collocation of data and processing to enable financial institutions to design, develop, test, deploy and change services fast.

38:23
Data Science Follow 210 Followers

When Models Go Rogue: Hard Earned Lessons on Using Machine Learning in Production

Posted by David Talby  on  Aug 19, 2017 Posted by David Talby Follow 0 Followers  on  Aug 19, 2017

David Talby summarizes best practices & lessons learned in ML, based on nearly a decade of experience building & operating ML systems at Fortune 500 companies across several industries.

27:57
Data Science Follow 210 Followers

Causal Inference in Data Science

Posted by Amit Sharma  on  Aug 11, 2017 Posted by Amit Sharma Follow 0 Followers  on  Aug 11, 2017

Amit Sharma discusses the value of counterfactual reasoning and causal inference, demonstrating that relying on predictive modeling based on correlations can be counterproductive.

50:49
Architecture & Design Follow 475 Followers

Scaling Event Sourcing for Netflix Downloads

Posted by Phillipa Avery  on  Aug 09, 2017 Posted by Phillipa Avery Follow 0 Followers , Robert Reta Follow 0 Followers  on  Aug 09, 2017

Phillipa Avery and Robert Reta describe how Netflix successfully launched their Download feature with the use of a Cassandra-backed event sourcing architecture, describing the event store implemented

43:29
Culture & Methods Follow 131 Followers

The Journey to Microservices from a Startup Perspective

Posted by Susanne Kaiser  on  Aug 08, 2017 Posted by Susanne Kaiser Follow 1 Followers  on  Aug 08, 2017

Susanne Kaiser shares some experiences and challenges her team at JustSocialApps faced and still face during their microservices journey.

36:07
Architecture & Design Follow 475 Followers

Take Two: Evolving Microservice Architectures

Posted by Andrew Hart  on  Aug 08, 2017 Posted by Andrew Hart Follow 0 Followers  on  Aug 08, 2017

Andrew Hart talks about the architectural, operational, and cultural aspects of evolving a microservice architecture, highlighting the opportunities and challenges faced.

25:18
Web API Follow 67 Followers

API Design and the Future of API Descriptions Formats

Posted by Zdenek Nemec  on  Aug 06, 2017 Posted by Zdenek Nemec Follow 0 Followers  on  Aug 06, 2017

Zdenek Nemec discusses the birth, evolution, and the current and the foreseeable future of web APIs.

46:54
Development Follow 101 Followers

An Introduction to Distributed Tracing and Zipkin

Posted by Adrian Cole  on  Aug 05, 2017 Posted by Adrian Cole Follow 2 Followers  on  Aug 05, 2017

Adrian Cole overviews debugging latency problems using call graphs created by Zipkin and reviews the ecosystem, including tools to trace other languages and frameworks.

42:11
Architecture & Design Follow 475 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.

39:31
Architecture & Design Follow 475 Followers

The Paved PaaS to Microservices at Netflix

Posted by Yunong Xiao  on  Aug 02, 2017 Posted by Yunong Xiao Follow 0 Followers  on  Aug 02, 2017

Yunong Xiao discusses how Netflix standardizes common functionality like service discovery, configuration, metrics, logging, and RPC, across services.

52:06
Architecture & Design Follow 475 Followers

Managing Data in Microservices

Posted by Randy Shoup  on  Aug 01, 2017 6 Posted by Randy Shoup Follow 3 Followers  on  Aug 01, 2017 6

Randy Shoup shares microservices managing data patterns from Google, eBay, and Stitch Fix., talking on the need to access the data only through microservice's interface, communicate through events.

50:45
Architecture & Design Follow 475 Followers

Serverless Design Patterns with AWS Lambda: Big Data with Little Effort

Posted by Tim Wagner  on  Jul 29, 2017 Posted by Tim Wagner Follow 1 Followers  on  Jul 29, 2017

Tim Wagner discusses Big Data on serverless, showing working examples and how to set up a CI/CD pipeline, demonstrating AWS Lambda with the Serverless Application Model (SAM).

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