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Towards Reproducible Climate Research Using Docker Containers

Offered By: Docker via YouTube

Tags

Climate Change Courses Data Science Courses Environmental Science Courses Cloud Computing Courses Docker Courses Scientific Computing Courses Research Methodology Courses

Course Description

Overview

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Explore the evolution of climate research and the challenges of reproducibility in this 17-minute conference talk. Discover how Docker containers are revolutionizing massive data publishing and climate analytics. Learn about the history of climate computing, the increasing scale of data and computing power, and the critical need for verifiable and transparent research. Gain insights into collaborative efforts from organizations like NOAA/GFDL, ESGF, Google, NASA JPL, and others in leveraging Docker containers for on-premises and cloud-based computing and analysis. Understand the importance of making climate research meaningful, quantifiable, credible, interoperable, accessible, and reusable as it informs major policy decisions and impacts various sectors such as agriculture, health, and GDP.

Syllabus

Towards Reproducable Climate Research


Taught by

Docker

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