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46:42
Culture & Methods Follow 287 Followers

What Does Speed Mean in Software Product Delivery?

Posted by Jason Yip  on  Aug 24, 2017 Posted by Jason Yip Follow 0 Followers  on  Aug 24, 2017

Jason Yip explores the way of thinking about "high velocity" and gives specific examples of concepts and practices to try from his experiences at ThoughtWorks and Spotify.

38:23
Data Science Follow 380 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.

41:56
Culture & Methods Follow 287 Followers

Engineering You

Posted by Lynn Langit  on  Mar 30, 2017 Posted by Lynn Langit Follow 0 Followers , Martin Thompson Follow 5 Followers  on  Mar 30, 2017

Lynn Langit and Martin Thompson explore the individual practices and techniques that can help bring out the engineer in us.

49:31
Data Science Follow 380 Followers

Data Cleansing and Understanding Best Practices

Posted by Casey Stella  on  Mar 23, 2017 Posted by Casey Stella Follow 0 Followers  on  Mar 23, 2017

Casey Stella talks about discovering missing values, values with skewed distributions and likely errors within data, as well as a novel approach to finding data interconnectedness.

49:25
DevOps Follow 356 Followers

From Data Science to Production–Deploy, Scale, Enjoy

Posted by Sergii Khomenko  on  Mar 19, 2017 Posted by Sergii Khomenko Follow 0 Followers  on  Mar 19, 2017

Sergii Khomenko introduces best practices in development, covers production deployments to the AWS stack, and using the serverless architecture for data applications.

31:17
Culture & Methods Follow 287 Followers

From Commit to Production in 10 Minutes at a Century Old Insurance Company

Posted by Dave Ehringer  on  Oct 27, 2016 1 Posted by Dave Ehringer Follow 0 Followers  on  Oct 27, 2016 1

Dave Ehringer shares the experiences instating CI/CD at Liberty Mutual and the best practices they picked up along the way, using Cloud Foundry and Spring.

29:16
Culture & Methods Follow 287 Followers

No Time Like the Present - Establishing Technology as a Core Competency at Allstate

Posted by Opal Perry  on  Oct 26, 2016 Posted by Opal Perry Follow 0 Followers  on  Oct 26, 2016

Opal Perry talks about how Allstate is building new applications that are evolutions of their core business, and modernizing decades of legacy investment.

55:27
JavaScript Follow 162 Followers

Beyond Basic Angular Architecture

Posted by Jon Harding  on  Oct 04, 2016 2 Posted by Jon Harding Follow 0 Followers  on  Oct 04, 2016 2

Jon Harding discusses design patterns and best practices to create scalable applications, build processes to prepare for production and tips to prepare for transitioning to Angular 2.

30:42
Cloud Follow 110 Followers

The Five Stages of Cloud Native

Posted by Casey West  on  Sep 22, 2016 Posted by Casey West Follow 0 Followers  on  Sep 22, 2016

Casey West talks about anti-patterns and corresponding best practices based on his experience building application infrastructure and platforms, as well as the applications which are deployed to them.

38:45
Culture & Methods Follow 287 Followers

Scaling Organizations

Posted by Alexander Grosse  on  Sep 20, 2016 Posted by Alexander Grosse Follow 0 Followers  on  Sep 20, 2016

Alexander Grosse discusses the principles behind building successful organizations that are growing with examples from SoundCloud and Twitter.

45:25
Data Science Follow 380 Followers

Machine Learning Fast and Slow

Posted by Suman Deb Roy  on  Aug 28, 2016 Posted by Suman Deb Roy Follow 0 Followers  on  Aug 28, 2016

Suman Deb Roy talks about some of Betaworks’ internal data tools and platform, product-specific solutions and best practices they learned when machine learning has to drive the startup road.

36:17
Architecture & Design Follow 907 Followers

Lessons Learned on Uber's Journey into Microservices

Posted by Emily Reinhold  on  Jul 17, 2016 Posted by Emily Reinhold Follow 0 Followers  on  Jul 17, 2016

Emily Reinhold shares stories of how a rapid growth company broke up a monolith into a series of microservices, with practices and lessons that can save time and money.

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