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AI, ML & Data Engineering

Deep Learning for Science

Prabhat discusses machine learning's impact on climatology, astronomy, cosmology, neuroscience, genomics, and high-energy physics, and the future of AI in powering scientific discoveries.

Prabhat
on May 30, 2018

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42:26
Development

Scripting Eclipse with Python

Tracy Miranda demonstrates Python with the Eclipse Advanced Scripting Environment (EASE) for collaboration, reproducible research, and exploratory computation and data analysis.

Tracy Miranda
on Jun 25, 2016

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39:06
Development

Science at Eclipse

Jay Billings presents the Eclipse Science Working group, its history, members, current projects, and plans for the future.

Jay Billings
on Jun 15, 2016

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30:09
Development

Scientific Simulation with Eclipse - from Zero Code to Running on Lots of Cores in 10 Minutes

Alex McCaskey describes recent plugins implemented for the Eclipse ICE to streamline and improve the MOOSE development workflow, from application development to execution on a remote HPC resource.

Alex McCaskey
on May 27, 2016

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30:02
Development

Rapid Integration of Scientific Software with Eclipse ICE

Andrew Bennett discusses the technical details associated with automating the development of Eclipse plugins, explaining how to build ICE items using the existing tools.

Andrew Bennett
on Apr 13, 2016

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31:21
Large-scale Scientific C++ For Casual Coders: Why You (Should) Care

Axel Naumann introduces the use of C++ for storing and analyzing petabytes of C++ objects at CERN, and more generally in High Energy Physics.

Axel Naumann
on Aug 05, 2015

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53:38
The Evolution of Engineering Culture: Oh, the Places We've Been

Melissa Pierce discusses the history and present of CS culture, gender relations, and tensions between hardware and software engineering.

Melissa Pierce
on Feb 15, 2015

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54:18
Do I Have Your Attention? Thinking about UX and UX about Thinking

Chris Atherton outlines some of the cognitive science around how attention and cognition work, helping understanding the reasons why designs sometimes leave users frustrated and confused.

Chris Atherton
on Jan 18, 2015

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53:54
Getting Our Brains to Sing Together

Dario Nardi shares key insights on how the brain works and suggestions on tapping the power of individuals’ talents in order to be put together at work.

Dario Nardi
on Feb 22, 2014

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45:13
Data Science for Hire Ed

Gloria Lau describes some of the products built for the higher education sector, the data standardization process, determining school similarity and identifying notable alumni.

Gloria Lau
on Jan 16, 2014

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30:46
Javascript... FOR SCIENCE!

Angelina Fabbro, Bill Mills call developers to help scientists progress in their research, providing advice, a project and a JavaScript tool that could be the starting point in this endeavor.

Angelina Fabbro Bill Mills
on Nov 21, 2013

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40:10
Keynote: Real Software Engineering

Glenn Vanderburg sustains the need for redefining software engineering as the science and art of designing and making systems that can readily adapt to the situations to which they may be subjected.

Glenn Vanderburg
on Dec 13, 2012

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53:59