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48:17
AI, ML & Data Engineering Follow 873 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.

01:06:15
JavaScript Follow 384 Followers

Reactive Front-Ends with RxJS and Angular

Posted by Sergi Almar  on  Jun 03, 2018 Posted by Sergi Almar Follow 1 Followers  on  Jun 03, 2018

Sergi Almar introduces the fundamentals of RxJS, explaining how to manage data streams like UI events, async HTTP requests, and WebSockets / SSE in a uniform way.

43:38
Architecture & Design Follow 2127 Followers

CRDTs and the Quest for Distributed Consistency

Posted by Martin Kleppmann  on  May 25, 2018 Posted by Martin Kleppmann Follow 11 Followers  on  May 25, 2018

Martin Kleppmann explores how to ensure data consistency in distributed systems, especially in systems that don't have an authoritative leader, and peer-to-peer communication.

32:30
Architecture & Design Follow 2127 Followers

Strangling the Monolith with a Data-driven Approach: A Case Study

Posted by Simon Duffy  on  May 24, 2018 Posted by Simon Duffy Follow 0 Followers , David Julia Follow 0 Followers  on  May 24, 2018

Simon Duffy and David Julia discuss rewriting a monolith application using data-driven testing.

31:32
AI, ML & Data Engineering Follow 873 Followers

Cloud-Native Data: What Is it? Will it Solve the Data-DevOps Divide?

Posted by Charity Majors  on  May 12, 2018 Posted by Charity Majors Follow 1 Followers , Brian Dunlap Follow 1 Followers , James Governor​ Follow 1 Followers , Tim Richardson Follow 1 Followers , Dormain Drewitz Follow 1 Followers  on  May 12, 2018

The panelists debate whether data's answer to cloud-native will mirror DevOps or not.

50:00
Architecture & Design Follow 2127 Followers

Next Steps in Stateful Streaming with Apache Flink

Posted by Stephan Ewan  on  May 02, 2018 Posted by Stephan Ewan Follow 1 Followers  on  May 02, 2018

Stephan Ewan talks about how Apache Flink is making stateful stream processing even more expressive and flexible to support applications in streaming that were previously not considered streamable.

42:47
Culture & Methods Follow 672 Followers

Data-Based Coaching Brings Humanness to Agile Teams

Posted by Bazil Arden  on  Apr 22, 2018 Posted by Bazil Arden Follow 0 Followers  on  Apr 22, 2018

Bazil Arden discusses how ‘data-based coaching’ helps to surface and tackle cognitive biases, focus on the wider system and counter political forces, enhancing psychological safety.

49:35
AI, ML & Data Engineering Follow 873 Followers

Data Decisions with Real-Time Stream Processing

Posted by Serhat Yilmaz  on  Feb 28, 2018 Posted by Serhat Yilmaz Follow 0 Followers  on  Feb 28, 2018

Serhat Yilmaz talks about how Facebook is using stream processing at scale, the difficulties they have encountered and the solutions they have created to date.

52:47
Architecture & Design Follow 2127 Followers

Managing Data in Microservices

Posted by Randy Shoup  on  Feb 22, 2018 2 Posted by Randy Shoup Follow 22 Followers  on  Feb 22, 2018 2

Randy Shoup discusses managing data in microservices and shares proven patterns and practical advice that has been successful at Google, eBay, and Stitch Fix.

01:09:08
Development Follow 610 Followers

Designing Visualizations for Action

Posted by Chris Varosy  on  Feb 11, 2018 Posted by Chris Varosy Follow 0 Followers  on  Feb 11, 2018

Chris Varosy discusses strategies for designing data visualizations and dashboards that bring the insight users need to make decisions.

49:23
Architecture & Design Follow 2127 Followers

Data Consistency in Microservice Using Sagas

Posted by Chris Richardson  on  Jan 31, 2018 6 Posted by Chris Richardson Follow 44 Followers  on  Jan 31, 2018 6

Chris Richardson discusses messaging, durability, and reliability in microservice architectures leveraging the Saga Pattern, explaining how sagas work and introduces a saga framework for Java.

28:52
AI, ML & Data Engineering Follow 873 Followers

Systems That Learn

Posted by Stephen Buckley  on  Nov 05, 2017 Posted by Stephen Buckley Follow 0 Followers  on  Nov 05, 2017

Stephen Buckley discusses the Systems That Learn initiative which aims to create systems that learn by combining expertise in Systems and Machine Learning.

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