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machine-learning

Mentors and Regional Facilitators
Name Region Skills Interests
Alana Romanella Campus Champions
Bala Desinghu CAREERS
Brian Gregor Northeast, Campus Champions
Ben Lynch Campus Champions
Kevin Brandt Campus Champions, Great Plains
Benjamin Meyers Campus Champions
Chris Carothers CAREERS
Christopher Bl… Campus Champions
Balamurugan Desinghu ACCESS CSSN, Campus Champions, CAREERS, Northeast
Daniel Sierra-Sosa Campus Champions
Fernando Garzon ACCESS CSSN
George Young CAREERS
Craig Gross Campus Champions
Iman Rahbari Campus Champions, ACCESS CSSN
Jason Smith CAREERS
Jason Wells Campus Champions
Jeffrey Weekley Campus Champions
Lakitha Wijeratne TRECIS
shuai liu ACCESS CSSN
Mami Hayashida Kentucky
Michael Puerrer Campus Champions, Northeast
Maryam Taeb
Neil McGlohon CAREERS
Jeffrey J. Nuc… CAREERS
Mahmoud Parvizi Campus Champions
Paul Rulis Campus Champions
Renos Zabounidis Campus Champions
Russell Hofmann ACCESS CSSN
Grant Scott Great Plains
Shane Sanders Campus Champions
Xiaoqin Huang ACCESS CSSN
Shaohao Chen Northeast
Simon Delattre
Suhong Li CAREERS, ACCESS CSSN
Soham Pal Campus Champions
Swabir Silayi Campus Champions
Vedang Chauhan Northeast
William Lai ACCESS CSSN
Yongwook Song Kentucky
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Affinity Groups

Name Description Tags Join
AI Institutes Cyberinfrastructure logo AI Institutes Cyberinfrastructure Gathering place for AI researchers to find curated information about using ACCESS resources for AI applications and research. aimachine-learninggpupython Login to join
Jetstream-2 ACCESS Affinity Group logo Jetstream-2 Jetstream2 is a transformative update to the NSF’s science and engineering cloud infrastructure and provides 8 petaFLOPS of supercomputing power to simplify data analysis, boost discovery, and… jetstreamcloud-open-sourcecloud-storageopenstackaimachine-learningtensorflowscience gatewaygpunvidiacudajupyterhubmatlabvnccontainerssingularity Login to join

CI Links

Title Category Tags Skill Level
A visual introduction to Gaussian Belief Propagation Website ai, machine-learning Beginner, Intermediate
ACCESS HPC Workshop Series Learning big-data, deep-learning, machine-learning, neural-networks, tensorflow, gpu, technical-training-for-hpc, training, openmpi, c, c++, fortran, openmp, programming, mpi, spark Beginner, Intermediate
Active inference textbook Learning ai, machine-learning, neural-networks Beginner, Intermediate, Advanced
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
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
DeapSECURE – Data-Enabled Advanced Computational Training Platform for Cybersecurity Research and Education Learning ai, visualization, big-data, data-analysis, deep-learning, machine-learning, neural-networks, jekyll, batch-jobs, slurm, bash, ssh, technical-training-for-hpc, training, workforce-development, python, scikit-learn, cybersecurity Beginner
Factor Graphs and the Sum-Product Algorithm Docs access-acount, ai, machine-learning Intermediate
Fairness and Machine Learning Docs ai, data-analysis, deep-learning, machine-learning, data-science Intermediate, Advanced
Framework to help in scaling Machine Learning/Deep Learning/AI/NLP Models to Web Application level Learning ai, deep-learning, machine-learning, neural-networks Intermediate
Harnessing the Power of Cloud and Machine Learning for Climate and Ocean Advances Learning machine-learning Intermediate
Intro to Statistical Computing with Stan Docs data-analysis, machine-learning, monte-carlo, python Beginner, Intermediate
Introduction to Probabilistic Graphical Models Learning ai, machine-learning Beginner, Intermediate
Machine Learning in R online book Learning data-analysis, machine-learning, r Beginner, Intermediate, Advanced
Probabilistic Semantic Data Association for Collaborative Human-Robot Sensing Docs ai, machine-learning 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
PyTorch for Deep Learning and Natural Language Processing Docs ai, big-data, data-analysis, deep-learning, machine-learning, neural-networks Beginner
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
Reinforcement Learning For Beginners with Python Video deep-learning, machine-learning, tensorflow, training, programming-best-practices, python Beginner
Representation Learning in Deep Learning Docs deep-learning, image-processing, machine-learning, neural-networks Intermediate
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
Scipy Lecture Notes Learning visualization, data-analysis, machine-learning, python Beginner, Intermediate
Useful R Packages for Data Science and Statistics Docs plotting, visualization, data-analysis, machine-learning, data-science, r Beginner, Intermediate, Advanced
What is fairness in ML? Docs ai, visualization, data-analysis, deep-learning, machine-learning Intermediate
On-line Deep Learning Workshop August 24!

On-line Deep Learning Workshop August 24!

machine-learning, python     SWEETER Project Portal

The NVIDIA Deep Learning Institute (DLI), the Hewlett Packard Enterprise  Data Science Institute at the University of Houston, the Texas A&M Institute of Data Science, the Texas A&M High Pe

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