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Become a Data-driven Organization with Machine Learning

Peter Harrington explains what you do with machine learning, and what are the building blocks for an application that uses machine learning from collected data to creating predictions for customers.

Peter Harrington
on Mar 08, 2015

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01:29:34
How I Learned to Stop Worrying & Love the Lambda

Todd Montgomery discusses how Java 8 has faired with a few new high performance network projects.

Todd Montgomery
on Mar 07, 2015

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46:42
Consul: Service-oriented at Scale

Armon Dadgar presents Consul, a distributed control plane for the datacenter. Armon demonstrates how Consul can be used to build, configure, monitor, and orchestrate distributed systems.

Armon Dadgar
on Mar 07, 2015

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48:32
Machine Learning for Programming

Peter Norvig keynotes on using machine learning techniques to solve more general software problems, helping both the advanced programmer and the novice one.

Peter Norvig
on Mar 06, 2015

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33:28
REST: I don't Think it Means What You Think it Does

Stefan Tilkov makes a pragmatic introduction to the basic principles of the Web's architectural approach, and takes a look at the most common misconceptions.

Stefan Tilkov
on Mar 05, 2015

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57:15
Containerization Is More than the New Virtualization

Jérôme Petazzoni borrows from his experience at Docker Inc. to explain live applications running in Docker, including reading logs, remote access, and troubleshooting tips.

Jerome Petazzoni
on Mar 01, 2015

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47:56
Real-world Docker: Past, Present, and Future

Jeff Lindsay talks about the history and future of Docker, and shares some of his cutting-edge tooling for deploying systems with Docker.

Jeff Lindsay
on Mar 01, 2015

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48:14
Simplify Cloud Applications using Spring Cloud

Scott Frederick and Ramnivas Laddad introduce the Spring Cloud project, show how you can simplify configuring applications for cloud deployment, discuss its extensibility mechanism, and much more.

Ramnivas Laddad Scott Frederick
on Feb 28, 2015

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01:29:52
Spring Your Apps into the Cloud with a PaaS

Grant Shipley deploys an application to the cloud and then turns up the heat by leveraging the right mix of elasticity and auto-scaling.

Grant Shipley
on Feb 27, 2015

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01:34:23
SQL Strikes Back! Recent Trends in Data Persistence and Analysis

Dean Wampler takes a look at SQL’s resurgence and specific example technologies, including: NewSQL, Hybrid SQL, SQL abstractions on top of file-based data, SQL as a functional programming language.

Dean Wampler
on Feb 24, 2015

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47:08
Unikernels: Who, What, Where, When, Why

Adam Wick explains the promise of unikernels (single-purpose, lightweight virtual machines) and shares experiences about when unikernels are appropriate solutions and when they are not.

Adam Wick
on Feb 21, 2015

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46:32
Caching with Spring: Advanced Topics and Best Practices

Michael Plöd addresses the advanced usage of Spring's caching abstraction such as integrating a cache provider that is not integrated by the default Spring Package and overviews JCache. Demos.

Michael Plöd
on Feb 17, 2015

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01:09:29