data-science

Mentors and Regional Facilitators

Name	Region	Skills	Interests
Craig Gross	Campus Champions	bash c c++ conda data-analysis data-science git github more...
Kenneth Bundy	CAREERS	anaconda aws azure bash batch-jobs c c++ cloud-commercial more...
Michael Puerrer	Campus Champions, Northeast	astrophysics bash benchmarking c c++ conda containers cuda more...
Mahmoud Parvizi	Campus Champions	astrophysics big-data cloud-computing data-analysis data-science machine-learning particle-physics python more...	deep-learning management neural-networks professional-development training
Yun Shen	CAREERS, Northeast, ACCESS CSSN	big-data bioinformatics data-analysis data-science genomics open-ondemand programming PROGRAMMING LANGUAGES FRAMEWORKS AND IDEs more...

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CI Links

Title	Category	Tags	Skill Level
A survey on datasets for fairness-aware machine learning	Documentation	ai, data-analysis, deep-learning, data-science	Intermediate, Advanced, Expert
Data Analysis with R for Educators	Video Link	data-analysis, data-science, psychology, biology, technical-training-for-hpc, training, workforce-development, r	Beginner
Fairness and Machine Learning	Documentation	ai, data-analysis, deep-learning, machine-learning, data-science	Intermediate, Advanced, Expert
HPCwire	Website	documentation, bioinformatics, pytorch, data-science, hpc-operations, technical-training-for-hpc, programming, programming-best-practices, python	Beginner, Intermediate, Advanced, Expert
Introduction to Python for Digital Humanities and Computational Research	Documentation	ai, big-data, data-analysis, deep-learning, data-science, python	Beginner
Python Tools for Data Science	Video Link	ai, big-data, data-analysis, machine-learning, data-wrangling, data-science, technical-training-for-hpc, training, workforce-development, python, scikit-learn, sql	Intermediate
Recommended Libraries for Cyberinfrastructure Users Developing Jupyter Notebooks	Website	ANALYSES and ALGORITHMS, ai, big-data, data-analysis, machine-learning, data-sharing, data-lifecycle, data-management, data-management-software, data-reproducibility, data-wrangling, github-pages, workflow, FIELD of SCIENCE, astrophysics, data-science, computational-chemistry, genomics, materials-science, gravitational-waves, oceanography, particle-physics, physiology, psychology, quantum-computing, quantum-mechanics, biology, GATEWAYS and PORTALS, science gateway, conda, jupyterhub, python	Beginner, Intermediate, Advanced, Expert

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