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Development Follow 693 Followers

Better DevEx at Netflix: Polyglot and Containers

Posted by Mike McGarr  on  Oct 17, 2018 Posted by Mike McGarr Follow 0 Followers  on  Oct 17, 2018

Mike McGarr talks about the evolution of developer tooling at Netflix, focusing on command line tools they built to address evolving needs around programming languages, containers and more.

Architecture & Design Follow 2435 Followers

No Microservice Is an Island

Posted by Michele Titolo  on  Sep 12, 2018 Posted by Michele Titolo Follow 0 Followers  on  Sep 12, 2018

Michele Titolo talks about the basic infrastructure and tooling needs for microservices to be successful.

Culture & Methods Follow 807 Followers

Expect Teams to Perform? Then Give Them the Tools to Do So!

Posted by Gitte Klitgaard  on  Sep 07, 2018 Posted by Gitte Klitgaard Follow 0 Followers  on  Sep 07, 2018

Gitte Klitgaard discusses the tools provided for each team involved in a project and how they were enabled to build the foundations themselves.

AI, ML & Data Engineering Follow 1007 Followers

How Machines Help Humans Root Case Issues @ Netflix

Posted by Seth Katz  on  Aug 23, 2018 Posted by Seth Katz Follow 0 Followers  on  Aug 23, 2018

Seth Katz discusses ways to build tools designed to enhance the cognitive ability of humans through automated analysis to speed root cause detection in distributed systems.

AI, ML & Data Engineering Follow 1007 Followers

Engineering Systems for Real-Time Predictions @DoorDash

Posted by Raghav Ramesh  on  Aug 22, 2018 Posted by Raghav Ramesh Follow 0 Followers  on  Aug 22, 2018

Raghav Ramesh presents DoorDash’s thoughts on how to structure ML systems in production to enable robust and wide-scale deployment of ML, and shares best practices in designing engineering tooling.

Architecture & Design Follow 2435 Followers

What is a Service Mesh, and Do I Need One When Developing Microservices?

Posted by Daniel Bryant  on  Aug 10, 2018 Posted by Daniel Bryant Follow 771 Followers  on  Aug 10, 2018

Daniel Bryant introduces service mesh, what it is, when to use it, and some of the tools to employ.

Culture & Methods Follow 807 Followers

Forecasting for Beginners

Posted by Dan Brown  on  Jul 19, 2018 2 Posted by Dan Brown Follow 0 Followers  on  Jul 19, 2018 2

Dan Brown discusses how to forecast a delivery with a spreadsheet fairly accurately, quickly and simply, and without any need for estimation of work items or user stories.

AI, ML & Data Engineering Follow 1007 Followers

Google Dataflow Codelab

Posted by Martin Gorner  on  Jul 09, 2018 Posted by Martin Gorner Follow 0 Followers  on  Jul 09, 2018

Martin Gorner introduces Google Dataflow Codelab, and demos the tools and techniques they are using for data science.

Culture & Methods Follow 807 Followers

Effective Software Testing for Modern Software Development

Posted by Alan Richardson  on  Jun 15, 2018 Posted by Alan Richardson Follow 0 Followers  on  Jun 15, 2018

Alan Richardson discusses how Testing fits into the software development process, how to customize the process, adopt new tools, increase the amount of automated execution, and mitigate risk.

AI, ML & Data Engineering Follow 1007 Followers

Interpretable Machine Learning Products

Posted by Mike Lee Williams  on  Jun 06, 2018 Posted by Mike Lee Williams Follow 2 Followers  on  Jun 06, 2018

Mike Lee Williams discusses how interpretability can make deep neural networks models easier to understand, and describes LIME, an OS tool that can be used to explore what ML classifiers are doing.

DevOps Follow 975 Followers

Defense-Oriented DevOps for Modern Software Development

Posted by James Wickett  on  May 18, 2018 Posted by James Wickett Follow 0 Followers  on  May 18, 2018

James Wickett covers a pragmatic approach to DevOps, focusing on principles, practices and tooling to meet demands.

Development Follow 693 Followers

Develop Your Development Experience

Posted by Jessica Kerr  on  Apr 29, 2018 Posted by Jessica Kerr Follow 2 Followers  on  Apr 29, 2018

Jessica Kerr talks about the team that is more than the people on it - it's also the tools. Instead of onboarding more developers, one should enhance and customize the tools.

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