Center for Advanced Energy Studies
July Boot Camp in Data Science
The CAES Summer Boot Camp in Data Science is a virtual crash course, taking place on July 12-15 to educate researchers and students and enable rapid implementation of data science tools in their research. The virtual boot camp invites data science experts within and outside of CAES institutions and industry to give tutorials and presentations from data science basics to applications. Topics include data mining process, scientific visualization, machine learning, and industrial applications. The boot camp also hosts a research discussion panel for participants to share experiences and establish collaboration.
The boot camp is open to students, faculty, and researchers interested in using data science tools in their research. No prior knowledge of the tools to be presented is needed.
Tutorials will be on the topics of data mining, visualization, machine learning, and industry applications, including the following:
- RShiny and PyFlask
- NumPy, Pandas, and Scikit-Learn
- ParaView
- The Materials Simulation Toolkit for Machine Learning (MAST-ML)
- The Informatics Skunkworks
- Evolutionary Algorithms
- Industry Applications of Artificial Intelligence and Machine Learning
- Data Science Research Discussion Panel: Tools Applications, Networking, and Collaboration
Registration: Online Registration Form
More Information: Event Webpage