Energy Data Analytics




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Big data offers big opportunities to solve our world’s most daunting and complex energy challenges. In this workshop, Dr. Kyle Bradbury, Managing Director at the Energy Data Analytics Lab at the Duke University Energy Initiative, provides an overview of how emerging sources of energy data are enabling new ways of generating, transmitting, and consuming energy more efficiently through the use of machine learning techniques. From renewable electricity systems to oil and gas, this session discusses innovations in data science that are transforming the way we interact with and understand energy systems.

Link to slides from this presentation: https://energy.duke.edu/sites/default/files/images/Energy%20Data%20Analytics.pdf

Founded in 2014, the Energy Data Analytics Lab (https://energy.duke.edu/research/energy-data) is a research collaboration between the Duke University Energy Initiative (where it is housed), the Information Initiative at Duke (iiD), and the Social Science Research Institute (SSRI). This workshop is generously supported by the Alfred P. Sloan Foundation as part of the new Energy Data Analytics Ph.D. Student Fellows program for enrolled Ph.D. students at Duke University (https://energy.duke.edu/energy-data-analytics-phd-student-fellows).

This video is from a workshop on energy data analytics held in October, 2018. The videos from this workshop are listed below:
Video 1: Energy Data Analytics: https://www.youtube.com/watch?v=zA0OklGZlJ8
Video 2: Energy Resources – Part I of II on Energy Data Analytics Resources: https://www.youtube.com/watch?v=kX1Uw4kEE-w
Video 3: Data Science Resources – Part II of II on Energy Data Analytics Resources: https://youtu.be/jAxLeZtX0BE

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Comment List

  • Duke University Energy Initiative
    November 25, 2020

    9:10 my guy summoning the devil

  • Duke University Energy Initiative
    November 25, 2020

    Domain expertise and software development knowledge is not only enough with out mathematics and statistics to develop a software for any domain like Energy or health care. So I don't agree with the picture @2:40

  • Duke University Energy Initiative
    November 25, 2020

    Do you have any course on coursera? I really wanted to take that course

  • Duke University Energy Initiative
    November 25, 2020

    Staff Data Scientist – Image and Video Analytics opportunity at Seagate Technology

    Location: Colorado, USA

    https://seagate.wd1.myworkdayjobs.com/EXT/job/Longmont-United-States/Staff-Data-Scientist—Image-and-Video-Analytics_200082

  • Duke University Energy Initiative
    November 25, 2020

    Could someone recommend a book on energy data analysis?

  • Duke University Energy Initiative
    November 25, 2020

    A very insightful lecture. Revealed a lot.

    In a world with tons of data analytics tools and softwares, are there any particularly for energy analytics? I’m interested in taking up a career in this field and I’ll appreciate any help.

    Cheers.

  • Duke University Energy Initiative
    November 25, 2020

    This was an amazing lecture. I really enjoyed watching this as I prepare for an energy analyst interview.

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