ICS offers workshop on the basics of machine learning programming

Feb. 12 and March 12 workshops are open to faculty, staff and students

UNIVERSITY PARK, Pa. — The Institute for CyberScience (ICS) will host two workshops on machine learning this spring for faculty, staff and students who want to learn more about artificial intelligence and machine learning, as well as explore how this technology might be used in their own research.

The workshops, which will be held from 3 to 4:30 p.m. Feb. 12 and March 12 in room 203 of the Millennium Science Complex, will focus on TensorFlow, an open source framework designed to make machine learning easier and faster.

Christopher J. Blanton Credit: Penn StateCreative Commons

Christopher J. Blanton, who provides advanced technical services for ICS and the Materials Research Institute, will lead the workshop. He said that the workshop was organized due to increased interest in artificial intelligence and machine learning from the Penn State research community.

“Dealing with massive amounts of data to develop models is, in many ways, what science is really about. However, the amount of data that is now available to us makes it necessary to use sophisticated computational algorithms; that is, machine learning, in order to make tomorrow’s breakthroughs,” said Blanton, who holds a doctorate in computational and theoretical chemistry.

“The workshops are really in response to that exponentially increasing amounts of data and an increase in demand from researchers who want to use machine learning as a way to understand the data and learn to harness these powerful tools to bring tomorrow’s breakthroughs to Penn State," he said.

He added that the workshop may help researchers who are interested in studying the implications of AI and machine learning, for example the technology’s social and ethical considerations.

This will be a hands-on workshop that will cover the basic underpinnings of machine learning and TensorFlow so that researchers can begin to implement this technology for their own research. Google’s Google Brain team originally developed TensorFlow for internal use at the company, but Google officials eventually released it as an open source framework. Google used TensorFlow for their own research and production duties.

The workshop is free and open to all Penn State faculty, staff and students. Advance registration is required. People who attend should have an understanding of the Python coding language prior to attending this workshop.

To find more information, or to register, at the event page.

Last Updated June 06, 2021