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38:37
AI, ML & Data Engineering Follow 746 Followers

Interpretable Machine Learning Products

Posted by Mike Lee Williams  on  Jun 06, 2018 Posted by Mike Lee Williams Follow 0 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.

33:14
DevOps Follow 690 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.

51:18
Development Follow 539 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.

01:02:47
Development Follow 539 Followers

Spring Tools 4 - Eclipse and Beyond

Posted by Martin Lippert  on  Feb 15, 2018 Posted by Martin Lippert Follow 0 Followers , Kris De Volder Follow 0 Followers  on  Feb 15, 2018

Martin Lippert and Kris De Volder introduce and demo a new generation of Spring tools including Spring Tool Suite for Eclipse (STS4), STS4 VS Code and STS4 Atom.

45:09
Development Follow 539 Followers

Real-time Collaborative Editing with CRDTs

Posted by Nathan Sobo  on  Dec 02, 2017 Posted by Nathan Sobo Follow 1 Followers  on  Dec 02, 2017

Nathan Sobo talks about a new library called Tachyon that draws from the latest CRDT research to enable real-time collaborative text editing in a fully distributed setting.

00:01
Development Follow 539 Followers

Code Archaeology

Posted by David Mitchell  on  Nov 28, 2017 2 Posted by David Mitchell Follow 0 Followers  on  Nov 28, 2017 2

David Mitchell shows how to create visualizations out of code: building a map for a large, legacy code base, creating visuals without drawing, and explaining a roadmap to bring code under control.

36:54
Development Follow 539 Followers

Shaving the Golden Yak

Posted by Jessica Kerr  on  Oct 20, 2017 1 Posted by Jessica Kerr Follow 2 Followers  on  Oct 20, 2017 1

Jessica Kerr provides reasons to spend some time smoothing the development experience, and clues for where to spend that time in ways that help the entire team.

42:04
Architecture & Design Follow 1856 Followers

Reasoning about Complex Distributed Systems

Posted by Erich Ess  on  Sep 20, 2017 Posted by Erich Ess Follow 0 Followers  on  Sep 20, 2017

Erich Ess discusses technical tools needed to gain information on a complex system and practical approaches to convert that information into an actual understanding of the system.

45:07
Culture & Methods Follow 557 Followers

More Reliable Delivery with Monte Carlo & Mapping

Posted by Conal Scanlon  on  Aug 22, 2017 Posted by Conal Scanlon Follow 0 Followers  on  Aug 22, 2017

Conal Scanlon talks about how to use Monte Carlo simulations to remove the guesswork from planning, story mapping to discover the story up front, and reviews an example of how to automate a forecast.

42:18
Culture & Methods Follow 557 Followers

Development Metrics You Should Use But Don't

Posted by Cat Swetel  on  Aug 22, 2017 Posted by Cat Swetel Follow 3 Followers  on  Aug 22, 2017

Cat Swetel discusses new ways and tools to visualize a team’s reliability and variability of delivery using the data already collected.

30:37
Development Follow 539 Followers

Growing A Development Team’s Process Guided by Tests

Posted by Orta Therox  on  Aug 13, 2017 Posted by Orta Therox Follow 0 Followers  on  Aug 13, 2017

Orta Therox introduces Danger, a tool for automating a team's conventions surrounding code review.

42:06
Web API Follow 229 Followers

API Testing with Code Libraries and Cucumber

Posted by Ole Lensmar  on  Aug 06, 2017 Posted by Ole Lensmar Follow 0 Followers  on  Aug 06, 2017

Ole Lensmar discusses various ways and tools for testing web APIs, focusing on using Cucumber.

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