Short Course: Data Science for Physicists

ORAL

Abstract

8:00am - 8:15am: Introduction to the Course

8:15am - 9:45am: Data Exploration and Visualization

9:45am - 10:15am: Coffee Break (provided by the short course)

10:15am - 11:45am: Introduction to Machine Learning

11:45am - 1:15pm: Lunch Break (offsite, not provided by the short course)

1:15pm - 2:45pm: Introduction to Unsupervised Learning

2:45pm - 3:15pm: Coffee Break

3:15pm - 5:15pm: Introduction to Neural Networks and Convolutional Neural Networks

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Presenters

  • Julie L Butler

    • University of Mount Union

Authors

  • Julie L Butler

    • University of Mount Union

  • Trevor David Rhone

    • Rensselaer Polytechnic Institute

  • William Ratcliff

    • National Institute of Standards and Technology (NIST)
    • University of Maryland; National Institute of Standards and Technology (NIST)

  • Cristiano Fanelli

    • William & Mary

  • John McNally

    • Wolfram Research, Inc.

  • Aobo Li

    • University of California, San Diego