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data-science

Mentors and Regional Facilitators
Name Region Skills Interests
Alana Romanella Campus Champions
Benjamin Meyers Campus Champions
Balamurugan Desinghu ACCESS CSSN, Campus Champions, CAREERS, Northeast
Elie Alhajjar ACCESS CSSN
Fernando Garzon ACCESS CSSN
Craig Gross Campus Champions
Kenneth Bundy CAREERS
Michael Puerrer Campus Champions, Northeast
Mahmoud Parvizi Campus Champions
Russell Hofmann ACCESS CSSN
Xiaoqin Huang ACCESS CSSN
Yun Shen CAREERS, Northeast, ACCESS CSSN
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Title Category Tags Skill Level
Awesome Jupyter Widgets (for building interactive scientific workflows or science gateway tools) Learning ai, computer-graphics, plotting, visualization, big-data, data-analysis, deep-learning, image-processing, machine-learning, monte-carlo, neural-networks, data-sharing, data-lifecycle, data-management, data-management-software, data-reproducibility, github, astrophysics, data-science, novel-accelerators, computational-chemistry, genomics, materials-science, gravitational-waves, oceanography, particle-physics, physiology, psychology, quantum-computing, quantum-mechanics, biology, ondemand, science gateway, c++, jupyterhub, python Beginner, Intermediate, Advanced
Data Analysis with R for Educators Video data-analysis, data-science, psychology, biology, technical-training-for-hpc, training, workforce-development, r Beginner
Fairness and Machine Learning Docs ai, data-analysis, deep-learning, machine-learning, data-science Intermediate, Advanced
How the Little Jupyter Notebook Became a Web App: Managing Increasing Complexity with nbdev Learning data-sharing, data-management-software, data-reproducibility, github, workflow, astrophysics, data-science, novel-accelerators, computational-chemistry, genomics, materials-science, gravitational-waves, oceanography, particle-physics, physiology, psychology, quantum-computing, quantum-mechanics, biology, science gateway, software-carpentry, jupyterhub, programming, python Beginner, Intermediate, Advanced
HPCwire Website documentation, bioinformatics, pytorch, data-science, hpc-operations, technical-training-for-hpc, programming, programming-best-practices, python Beginner, Intermediate, Advanced
Introduction to Python for Digital Humanities and Computational Research Docs ai, big-data, data-analysis, deep-learning, data-science, python Beginner
Numpy - a Python Library Tool documentation, big-data, data-analysis, deep-learning, opencv, pytorch, tensorflow, data-science Beginner, Intermediate
Optimizing Research Workflows - A Documentation of Snakemake Docs documentation, data-analysis, data-reproducibility, workflow, bioinformatics, data-science, python Intermediate, Advanced
Python Tools for Data Science Video ai, big-data, data-analysis, machine-learning, data-wrangling, data-science, technical-training-for-hpc, training, workforce-development, python, scikit-learn, sql Intermediate
R for Data Science Learning visualization, data-analysis, data-science, r Beginner, Intermediate, Advanced
Recommended Libraries for Cyberinfrastructure Users Developing Jupyter Notebooks Website ai, big-data, data-analysis, machine-learning, data-sharing, data-lifecycle, data-management, data-management-software, data-reproducibility, data-wrangling, github-pages, workflow, astrophysics, data-science, computational-chemistry, genomics, materials-science, gravitational-waves, oceanography, particle-physics, physiology, psychology, quantum-computing, quantum-mechanics, biology, science gateway, conda, jupyterhub, python Beginner, Intermediate, Advanced
Research Software Development in JupyterLab: A Platform for Collaboration Between Scientists and RSEs Learning ai, visualization, big-data, data-analysis, deep-learning, machine-learning, astrophysics, data-science, novel-accelerators, computational-chemistry, genomics, materials-science, gravitational-waves, oceanography, particle-physics, physiology, psychology, quantum-computing, quantum-mechanics, biology, ondemand, science gateway, c++, jupyterhub, python, r Beginner, Intermediate
Research Software Engineering Training Materials Website astrophysics, data-science, novel-accelerators, computational-chemistry, genomics, materials-science, gravitational-waves, oceanography, particle-physics, physiology, psychology, quantum-computing, quantum-mechanics, biology, git, training, workforce-development, programming, programming-best-practices, version-control Beginner, Intermediate, Advanced
Samtools Documentation Docs documentation, data-analysis, bioinformatics, data-science, genomics Beginner, Intermediate, Advanced
Science Gateway Tool/Web App Template (Jupyter Notebook + ipywidgets) Learning data-analysis, github, astrophysics, data-science, novel-accelerators, computational-chemistry, genomics, materials-science, gravitational-waves, oceanography, particle-physics, physiology, psychology, quantum-computing, quantum-mechanics, biology, ondemand, science gateway, jupyterhub, python Beginner
Useful R Packages for Data Science and Statistics Docs plotting, visualization, data-analysis, machine-learning, data-science, r Beginner, Intermediate, Advanced
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