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45:00
Data Science Follow 277 Followers

Data Preparation for Data Science: A Field Guide

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

Casey Stella presents a utility written with Apache Spark to automate data preparation, discovering missing values, values with skewed distributions and discovering likely errors within data.

21:07
Data Science Follow 277 Followers

Machine Learning at Scale

Posted by Aditya Kalro  on  Apr 18, 2017 Posted by Aditya Kalro Follow 0 Followers  on  Apr 18, 2017

Aditya Kalro discusses using large-scale data for Machine Learning (ML) research and some of the tools Facebook uses to manage the entire process of training, testing, and deploying ML models.

43:06
Data Science Follow 277 Followers

Elastic Data Analytics Platform @Datadog

Posted by Doug Daniels  on  Feb 17, 2017 1 Posted by Doug Daniels Follow 0 Followers  on  Feb 17, 2017 1

Doug Daniels discusses the cloud-based platform they have built at DataDog and how it differs from a traditional datacenter-based analytics stack, pros and cons and the tooling built.

49:48
Architecture & Design Follow 619 Followers

Architecting for Failure in a Containerized World

Posted by Tom Faulhaber  on  Feb 16, 2017 Posted by Tom Faulhaber Follow 0 Followers  on  Feb 16, 2017

Tom Faulhaber discusses the new container-based toolbox for building systems that are robust in the face of failures, how to recover from failure and how the tools can be used to best effect.

38:47
JavaScript Follow 119 Followers

Webpack: The One Build Step to Rule Them All

Posted by Sean Larkin  on  Jan 22, 2017 Posted by Sean Larkin Follow 1 Followers  on  Jan 22, 2017

Sean Larking talks about the four concepts everyone should know when using Webpack so they can take and make it their own.

01:09:56
Development Follow 146 Followers

Implementing Microservices Tracing with Spring Cloud and Zipkin

Posted by Marcin Grzejszczak  on  Jan 04, 2017 Posted by Marcin Grzejszczak Follow 0 Followers , Reshmi Krishna Follow 0 Followers  on  Jan 04, 2017

Marcin Grzejszczak and Reshmi Krishna describe how to do distributed tracing with Spring Cloud Sleuth and Zipkin, demoing incorporating these technologies into an existing stock trading application.

32:43
Development Follow 146 Followers

How to Properly Blame Things for Causing Latency: An Introduction to Distributed Tracing and Zipkin

Posted by Adrian Cole  on  Jan 04, 2017 Posted by Adrian Cole Follow 2 Followers  on  Jan 04, 2017

Adrian Cole overviews how to debug latency problems using call graphs created by Zipkin, taking a look at the ecosystem, including tools to trace Ruby, C#, Java and Spring Boot apps.

50:00
Data Science Follow 277 Followers

Intuition Engineering

Posted by Casey Rosenthal  on  Dec 17, 2016 Posted by Casey Rosenthal Follow 0 Followers  on  Dec 17, 2016

Casey Rosenthal talks about a new discipline called Intuition Engineering and Vizceral, a tool they built at Neflix to process massive amounts of visual data in parallel.

01:03:36
DevOps Follow 235 Followers

Spinnaker - Land of a 1000 Builds

Posted by Greg Turnquist  on  Dec 14, 2016 Posted by Greg Turnquist Follow 0 Followers  on  Dec 14, 2016

Greg Turnquist talks about Spinnaker, the open source continuous deployment tool that supports multiple clouds, multiple languages, and multiple providers.

01:01:08
Java Follow 379 Followers

40 Tips & Tricks for Spring in IntelliJ IDEA

Posted by Stephane Nicoll  on  Dec 07, 2016 Posted by Stephane Nicoll Follow 0 Followers , Yann Cebron Follow 0 Followers  on  Dec 07, 2016

Stephane Nicoll and Yann Cebron talk about how to navigate, edit and perform refactorings across a variety of common Spring technologies.

01:03:30
Java Follow 379 Followers

Next Level Spring Boot Tooling

Posted by Martin Lippert  on  Nov 22, 2016 Posted by Martin Lippert Follow 0 Followers , Krris De Volder Follow 0 Followers , Andy Clement Follow 0 Followers  on  Nov 22, 2016

Martin Lippert, Krris De Volder and Andy Clement showcase the latest features for working with Spring Boot - using live demos and live coding.

30:37
Culture & Methods Follow 176 Followers

Continuous Delivery for Microservice Architectures with Concourse & Cloud Foundry

Posted by Alex Ley  on  Nov 22, 2016 Posted by Alex Ley Follow 0 Followers  on  Nov 22, 2016

Alex Ley introduces Concourse, an open source pipeline based CI system that focuses on simplicity, usability and reproductibility, with isolated builds.

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