data-analysis

Mentors and Regional Facilitators

Name	Region	Skills	Interests
Bala Desinghu	CAREERS	ai big-data community-outreach computational-chemistry data-analysis dft image-processing machine-learning more...
diana Trotman	CAREERS	benchmarking biology cloud-open-source cloudlab community-outreach computational-chemistry cybersecurity data-analysis more...	benchmarking bioinformatics biology cleanup cloud-commercial computational-chemistry containers cybersecurity more...
Daniel Sierra-Sosa	Campus Champions	ai data-analysis deep-learning image-processing machine-learning neural-networks quantum-computing quantum-mechanics	ai data-analysis deep-learning image-processing neural-networks quantum-computing quantum-mechanics
Georgia Stuart	TRECIS	c data-analysis github jekyll monte-carlo random-numbers
Craig Gross	Campus Champions	bash c c++ conda data-analysis data-science git github more...
Jason Yalim	Campus Champions	administering-hpc bash benchmarking c c++ computational-fluid-dynamics cpu-bound data-analysis more...
Katia Bulekova	Campus Champions, CAREERS, Northeast, ACCESS CSSN	batch-jobs big-data c c++ cuda data-analysis data-wrangling fortran more...	optimization performance-tuning research-facilitation
Laura Christopherson	Campus Champions	anaconda community-outreach data-analysis data-lifecycle data-wrangling natural-language-processing project-management research-facilitation more...
shuai liu	ACCESS CSSN	ai anaconda azure big-data bioinformatics biology containers data-analysis more...
Michael Puerrer	Campus Champions, Northeast	astrophysics bash benchmarking c c++ conda containers cuda more...
Maryam Taeb		abstract ai anaconda bash big-data community-outreach conda cybersecurity more...	abstract ai anaconda api bash big-data c citation 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
Paul Rulis	Campus Champions	abstract affiliations ai bash batch-jobs c c++ checkpoint more...	abstract affiliations ai amber atlas bash batch-jobs benchmarking more...
Suhong Li	CAREERS, ACCESS CSSN	anaconda big-data cleanup data-analysis data-wrangling github machine-learning natural-language-processing more...
Swabir Silayi	Campus Champions	amber anaconda bash batch-jobs benchmarking c c++ checkpoint more...	administering-hpc cluster-management
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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Users

Name	Roles	Skills	Interests
Daniel Sierra-Sosa	rcf	ai data-analysis deep-learning image-processing machine-learning neural-networks quantum-computing quantum-mechanics	ai data-analysis deep-learning image-processing neural-networks quantum-computing quantum-mechanics
Frédéric Chevalier	researcher/educator domain champion	anaconda bash batch-jobs bioinformatics biology community-outreach conda data-analysis more...	benchmarking bioinformatics biology data-reproducibility image-processing opencv python workflow
Craig Gross	rcf	bash c c++ conda data-analysis data-science git github more...
Jason Yalim	researcher/educator rcf	administering-hpc bash benchmarking c c++ computational-fluid-dynamics cpu-bound data-analysis more...
Katia Bulekova	mentor rcf	batch-jobs big-data c c++ cuda data-analysis data-wrangling fortran more...	optimization performance-tuning research-facilitation
Laura Christopherson	rcf	anaconda community-outreach data-analysis data-lifecycle data-wrangling natural-language-processing project-management research-facilitation more...
Michael Puerrer	rcf	astrophysics bash benchmarking c c++ conda containers cuda more...
Mahmoud Parvizi	rcf	astrophysics big-data cloud-computing data-analysis data-science machine-learning particle-physics python more...	deep-learning management neural-networks professional-development training
Paul Rulis	researcher/educator rcf	abstract affiliations ai bash batch-jobs c c++ checkpoint more...	abstract affiliations ai amber atlas bash batch-jobs benchmarking more...
Swabir Silayi	rcf	amber anaconda bash batch-jobs benchmarking c c++ checkpoint more...	administering-hpc cluster-management

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
Applications of Machine Learning in Engineering and Parameter Tuning Tutorial	Learning	data-analysis, machine-learning, python	Beginner, Intermediate
Automated Machine Learning Book	Learning	ai, data-analysis, deep-learning, machine-learning, neural-networks, python, r	Intermediate, Advanced, Expert
CaRCC Data Facing Track	Website	data-access-protocols, data-analysis, data-compliance, data-lifecycle, data-management, data-management-software, data-provenance, data-reproducibility, data-retention, data-transfer, data-wrangling, hpc-storage, storage	Beginner, 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
Displaying Scientific Data with Tableau	Video Link	big-data, data-analysis, technical-training-for-hpc, training, workforce-development	Intermediate
Fairness and Machine Learning	Documentation	ai, data-analysis, deep-learning, machine-learning, data-science	Intermediate, Advanced, Expert
FreeSurfer Tutorials	Learning	data-analysis, image-processing, psychology	Beginner, Intermediate
FSL Lectures	Learning	data-analysis, image-processing, psychology	Beginner, Intermediate, Advanced
Introduction to Python for Digital Humanities and Computational Research	Documentation	ai, big-data, data-analysis, deep-learning, data-science, python	Beginner
Introductory Tutorial to Numpy and Pandas for Data Analysis	Documentation	ai, big-data, data-analysis, vectorization	Beginner
Machine Learning in R online book	Learning	data-analysis, machine-learning, r	Beginner, Intermediate, Advanced, Expert
NITRC	Website	data-analysis, image-processing, data-sharing	Beginner, Intermediate, Advanced, Expert
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
PyTorch for Deep Learning and Natural Language Processing	Documentation	ai, big-data, data-analysis, deep-learning, machine-learning, neural-networks	Beginner
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
What is fairness in ML?	Documentation	ai, visualization, data-analysis, deep-learning, machine-learning	Intermediate