machine-learning

Mentors and Regional Facilitators

Name	Region	Skills	Interests
Anas Alsobeh	CCMNet, Campus Champions	abstract ACCESS ACCESS-account account affiliations ai application-status artificial-intelligence more...	abstract ACCESS ACCESS-account ACCESS-allocations ACCESS-website account affiliations ai more...
Andrew Fullard	Campus Champions	astrophysics batch-jobs conda data-analysis fortran git jupyterhub machine-learning more...	big-data community-outreach cuda data-reproducibility easybuild machine-learning
Aniruddha Maiti	ACCESS CSSN, Campus Champions	ai artificial-intelligence computer-vision data-science deep-learning generative-ai llm machine-learning more...	ai artificial-intelligence bash batch-jobs big-data c cognitive-bias computer-graphics more...
Alana Romanella	Campus Champions	affinity-group ai big-data community-outreach data-analysis data-science deep-learning documentation more...
Brian Gregor	ACCESS CSSN, Northeast, Campus Champions	big-data debugging gpu hardware job-sizing machine-learning matlab mpi more...
Ben Lynch	Campus Champions	ceph computational-chemistry gpu machine-learning neural-networks s3
Brandon Biggs	Open OnDemand	administering-hpc ai anaconda ansible api artificial-intelligence authentication bash more...
Kevin Brandt	Campus Champions, Great Plains, CCMNet	ACCESS ACCESS-account ACCESS-allocations ACCESS-website account affinity-group ai allocation-users more...	affiliations ai checkpoint cilogon cloud-commercial data-management-software data-wrangling deep-learning more...
Benjamin Meyers	Campus Champions	bash batch-jobs cybersecurity data-science dependencies git machine-learning natural-language-processing more...	administering-hpc bash batch-jobs conda cybersecurity data-analysis data-science dependencies more...
burak konduk	ACCESS CSSN, Campus Champions	ai artificial-intelligence campus-champions cognitive-science data-analysis data-science machine-learning mentorship more...
Craig Gross	Campus Champions, CCMNet	bash c c++ conda data-analysis data-science git github more...
Chris Carothers	CAREERS	cuda file-systems gpu machine-learning mpi parallelization slurm
Cindy Cheng	Campus Champions	abstract affiliations ai archiving artificial-intelligence azure backup benchmarking more...
Christopher Bl…		anaconda aws azure bash benchmarking c c++ cloud-commercial more...
Bala Desinghu	ACCESS CSSN, Campus Champions, CAREERS, Northeast	ai anaconda api bash batch-jobs benchmarking big-data bioinformatics more...	affinity-group ai allocations-proposal amber anaconda archiving backup bash more...
Daniel Morales	Campus Champions	ACCESS ACCESS-allocations ACCESS-credits adding-users allocation-management anaconda bash batch-jobs more...	ACCESS ACCESS-allocations allocation-management bioinformatics biology community-outreach conda deep-learning more...
Gulustan Dogan	ACCESS CSSN, CCMNet, Campus Champions	ACCESS ai artificial-intelligence computer-vision deep-learning generative-ai llm machine-learning more...	ACCESS ai computer-vision deep-learning generative-ai llm machine-learning NAIRR-pilot more...
Deborah Penchoff	Campus Champions	abstract ACCESS ACCESS-account adding-users affiliations ai allocation-management allocation-time more...
David Liu	CCMNet, ACCESS CSSN	abstract ACCESS ACCESS-account ACCESS-allocations account administering-hpc affiliations ai more...	ai cognitive-bias computer-vision deep-learning generative-ai llm machine-learning NAIRR-pilot 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
Ahmed Elrashidy	Campus Champions	ai bash computer-vision conda cp2k deep-learning generative-ai image-processing more...	anaconda computational-chemistry computer-vision condensed-matter data-science deep-learning generative-ai jupyterhub more...
Fan Chen	ACCESS CSSN	ACCESS-account ACCESS-allocations ai c cloud-computing cuda cybersecurity data-science more...	ACCESS ACCESS-account ACCESS-allocations ACCESS-credits ACCESS-website ai bioinformatics c more...
Fernando Garzon	ACCESS CSSN	abstract ai aws bash batch-jobs big-data citation containers more...	ai aws azure bash batch-jobs big-data c c++ more...
Feseha Abebe-Akele	CCMNet	abstract ACCESS ACCESS-account ACCESS-allocations ACCESS-credits ACCESS-website adding-users affiliations more...	ACES administering-hpc ai artificial-intelligence aws azure bash batch-jobs more...
Huang-Cheng Chou		ai cognitive-bias computer-vision deep-learning generative-ai llm machine-learning NAIRR-pilot more...
Iman Rahbari	Campus Champions, ACCESS CSSN, CCMNet	bash comsol data-analysis fluid-dynamics fortran machine-learning matlab modules more...	abaqus ai anvil aws bash batch-jobs bridges-2 comsol more...
Izzat Alsmadi	Campus Champions, ACCESS CSSN, CCMNet	ACCESS ai data-analysis deep-learning generative-ai linear-programming llm machine-learning more...
Jason Smith	CAREERS	image-processing machine-learning monte-carlo
Jingyuan Chen	ACCESS CSSN	cuda data-analysis data-science delta DeltaAI fortran julia jupyterhub more...	data-science julia machine-learning mathematics statistics
Jeho Park	CCMNet, Campus Champions	ACCESS bash batch-jobs benchmarking big-data bridges-2 c c++ more...	ai api arcgis aws azure benchmarking cloud-computing generative-ai more...
Jonathan Komperda	Campus Champions	ACCESS ACCESS-allocations administering-hpc artificial-intelligence benchmarking c c++ centos more...
Jeffrey Weekley	Campus Champions	administering-hpc archiving biology community-outreach condo containers cybersecurity data-compliance more...
Konda Reddy Karnati	Campus Champions	ACCESS ACCESS-account artificial-intelligence bash big-data bioinformatics campus-champions centos more...
Kanin Bender	Open OnDemand, Campus Champions	ai benchmarking big-data checkpoint conda data data-analysis data-science more...	ai artificial-intelligence big-data cognitive-science computer-science data-analysis data-reproducibility data-retention more...
Od Odbadrakh	ACCESS CSSN	ACCESS ACCESS-account ACCESS-allocations account affinity-group ai archiving bash more...	ACCESS account ai archiving bash batch-jobs benchmarking c more...
Kyriakos Tsoukalas	Campus Champions, Open OnDemand, CCMNet	ACCESS-account account acls administering-hpc ansible api archiving artificial-intelligence more...	data-security deep-learning NAIRR-pilot natural-language-processing nvidia paraview serverless-hpc
Lindsay Wells	CCMNet	ACCESS ACCESS-account ACCESS-credits acls administering-hpc anaconda ansible api more...	aws azure campus-champions kubernetes lustre materials-science mentorship networking more...
Lakitha Wijeratne		image-processing machine-learning matlab python slurm	c++ image-processing machine-learning matlab neural-networks python slurm
Luis Cueva Parra	Campus Champions, CCMNet	campus-champions computer-science data-analysis linear-programming machine-learning mathematics monte-carlo openmp more...	containers cpu-bound docker git git-lfs github github-pages kubernetes more...
shuai liu	ACCESS CSSN	ai anaconda azure big-data bioinformatics biology containers data-analysis more...
Mohsen Ahmadkhani	CCMNet, ACCESS CSSN	ai bash batch-jobs big-data centos computer-vision conda containers more...	ACCESS administering-hpc ai allocation-management api arcgis aws azure more...
Mami Hayashida	Kentucky	ceph image-processing machine-learning neural-networks
Minghan LI	ACCESS CSSN	artificial-intelligence computer-science computer-vision deep-learning machine-learning mathematics python	artificial-intelligence computer-science computer-vision deep-learning machine-learning modeling
Mattie Niznik	Campus Champions	anaconda bash batch-jobs cluster-support compiling conda data-science docker more...	data-analysis data-science generative-ai git github github-pages html llm 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
Michael Puerrer	Campus Champions, Northeast	astrophysics bash benchmarking c c++ conda containers cuda more...
MICHAEL RAMSHAW	CCMNet, Open OnDemand	administering-hpc amber bash batch-jobs c c++ cluster-support compiling more...	affiliations astronomy astrophysics atmospheric-physics campus-champions computer-graphics cosmology earth-sciences more...
Maryam Taeb		abstract ai anaconda bash big-data community-outreach conda cybersecurity more...	abstract ai anaconda api bash big-data c citation more...
Dr. Nabeel Alzahrani	Campus Champions, CCMNet	ACCESS ai containers cybersecurity deep-learning generative-ai hpc-getting-started llm more...	ACCESS ai cloud-computing cybersecurity deep-learning distributed-computing generative-ai hpc-getting-started more...
Neil McGlohon	CAREERS	ai anaconda bash benchmarking big-data conda distributed-computing machine-learning more...	distributed-computing python
Jeffrey J. Nuc…	CAREERS, CCMNet	archiving bash big-data cluster-support community-outreach cybersecurity deep-learning file-systems more...
Roy Prouty	At-Large, ACCESS CSSN, Campus Champions	ACCESS ACCESS-account ACCESS-allocations ACCESS-credits ACCESS-website adding-users administering-hpc ai more...	abstract ACCESS ACCESS-account ACCESS-allocations ACCESS-credits ACCESS-website account administering-hpc more...
Paul Rulis	Campus Champions	abstract affiliations ai bash batch-jobs c c++ checkpoint more...	abstract affiliations ai amber atlas bash batch-jobs benchmarking more...
Renos Zabounidis	Campus Champions	deep-learning machine-learning monte-carlo neural-networks vectorization
Russell Hofmann	ACCESS CSSN, CCMNet	computational-chemistry data-analysis data-science dft gaussian genomics gromacs kubernetes more...	administering-hpc cluster-support computational-chemistry data-analysis data-science dft gaussian genomics more...
SAI KIRAN MUKKAVILLI	ACCESS CSSN, CCMNet, Campus Champions	api aws azure c++ cloud-computing cloud-storage css deep-learning more...	ai aws azure c++ cloud cloud-commercial cloud-computing cloud-storage more...
Grant Scott	Great Plains	ai aws bash big-data c++ compiling containers cuda more...	management
Suxia Cui	Campus Champions	ai cybersecurity data-analysis deep-learning image-processing machine-learning
Shane Sanders	Campus Champions	bioinformatics c c++ containers machine-learning programming python research-grants more...	archiving big-data data-analysis data-compliance data-lifecycle data-management data-reproducibility data-retention more...
Xiaoqin Huang	ACCESS CSSN	ACCESS-account ACCESS-credits adding-users affinity-group allocations-extension allocations-proposal amber anaconda more...	ACCESS-credits ACCESS-website adding-users affinity-group allocations-extension allocations-proposal amber anaconda more...
Shaohao Chen	Northeast	ai bash batch-jobs compiling containers cuda debugging deep-learning more...
Liwen Shih	Campus Champions, ACCESS CSSN, CCMNet	ACCESS ACCESS-website ACES ai artificial-intelligence benchmarking bridges-2 computer-science more...	ai artificial-intelligence campus-champions composable-systems computer-science computer-vision cpu-architecture data-analysis more...
Swabir Silayi	ACCESS CSSN, CCMNet, Campus Champions	amber anaconda bash batch-jobs benchmarking c c++ checkpoint more...	administering-hpc cluster-management
Simon Delattre		anaconda bash big-data conda data-transfer data-wrangling deep-learning machine-learning more...	bioinformatics
Suhong Li	CAREERS, ACCESS CSSN	anaconda big-data cleanup data-analysis data-wrangling github machine-learning natural-language-processing more...
Bathiya Samarakoon	Campus Champions	abstract ACCESS ACCESS-account ACCESS-allocations ACCESS-website ai bash batch-jobs more...	ai cosmology deep-learning field-theory machine-learning monte-carlo neural-networks parameter-sweeps more...
Soham Pal	ACCESS CSSN, Campus Champions, CCMNet	bash c++ conda file-formats git github github-pages jupyterhub more...
William Sanders	Campus Champions	bioinformatics c c++ containers machine-learning programming python research-grants more...	archiving big-data data-analysis data-compliance data-lifecycle data-management data-reproducibility data-retention more...
Sathish Srinivasan	ACCESS CSSN	acls administering-hpc ai ansible bash batch-jobs benchmarking big-data more...	artificial-intelligence bioinformatics biology computational-chemistry computer-science data-science genomics mathematics more...
Mohammad Al-Tahat	CAREERS, Campus Champions, CCMNet	ACCESS anvil aws azure bash c c++ cloud more...	abstract ACCESS ACCESS-account ACCESS-website account ACES affiliations ai more...
Thomas Pranzatelli		bash batch-jobs bioinformatics biology c c++ cloud-computing cluster-management more...	bash biology cuda deep-learning distributed-computing gpu IO-issue julia more...
Uku-Kaspar Uustalu	CCMNet, Open OnDemand	ai anaconda api apptainer arcgis artificial-intelligence automation bash more...	administering-hpc benchmarking cleanup cluster cluster-management computer-graphics configuration-automation distributed-computing more...
Uthpala Herath	ACCESS CSSN, Campus Champions	ACCESS administering-hpc affiliations ai anaconda api artificial-intelligence automation more...	ACCESS administering-hpc affiliations ai anaconda api artificial-intelligence arts more...
Vedang Chauhan	Northeast	community-outreach data-management image-processing machine-learning management professional-development project-management research-facilitation more...	anaconda big-data cleanup community-outreach data-analysis data-management data-transfer deep-learning more...
Vijay Shankar	Campus Champions	administering-hpc archiving backup bash big-data bioinformatics biology centos more...	ACCESS ansible aws azure campus-champions cgroups cifs cloud more...
Xiaoge Wang	Campus Champions	bash batch-jobs benchmarking c c++ centos checkpoint compiling more...
William Lai	ACCESS CSSN	administering-hpc ai anaconda archiving backup bash bioinformatics biology more...	administering-hpc ai archiving bash benchmarking big-data bioinformatics biology more...
Yong Chen		ACCESS ACCESS-account ACCESS-allocations ACCESS-credits ACCESS-website ai artificial-intelligence azure more...
Yongwook Song	Kentucky	azure big-data deep-learning machine-learning tensorflow

Users

Name	Roles	Skills	Interests
Anish Gaikwad	student facilitator	aws big-data data-analysis machine-learning opencv python pytorch scikit-learn more...
Ahamed Arafaat…	student facilitator	ai anaconda aws bash big-data data-analysis data-management data-management-software more...
Arvind Sai Che…	student facilitator	data-analysis machine-learning python r	stata
Amin Sepehri	student facilitator	data-analysis fluid-dynamics github julia linear-programming machine-learning matlab optimization more...	machine-learning supervised-learning unsupervised-learning
Chris Carothers	mentor steering committee	cuda file-systems gpu machine-learning mpi parallelization slurm
Carlos Paniagua	researcher/educator	cleanup data-analysis data-lifecycle data-wrangling file-formats git github image-processing more...
Bala Desinghu	mentor researcher/educator rcf	ai anaconda api bash batch-jobs benchmarking big-data bioinformatics more...	affinity-group ai allocations-proposal amber anaconda archiving backup bash more...
Denis Kornev	researcher/educator	ai anaconda big-data data-analysis deep-learning machine-learning neural-networks python more...	big-data data-analysis pip python r rstudio-server scikit-learn
cheng fang	student facilitator	ai anaconda batch-jobs conda data-analysis distributed-computing file-formats linear-programming more...
Girish Ganesan	student facilitator	ai c++ deep-learning machine-learning natural-language-processing neural-networks python pytorch	big-data deep-learning distributed-computing machine-learning natural-language-processing neural-networks quantum-mechanics
Hening Cui	student facilitator	bioinformatics biology cleanup data-analysis java machine-learning natural-language-processing neural-networks more...
Hyungil Kye	student facilitator	big-data c++ machine-learning monte-carlo python r sql	big-data machine-learning monte-carlo python r
Jaini Bhavsar	student facilitator	anaconda bash conda github jupyterhub machine-learning python scripting more...
Jason Smith	mentor	image-processing machine-learning monte-carlo
James Chen	student facilitator	c c++ machine-learning neural-networks programming programming-best-practices python	ai anaconda big-data c c++ cybersecurity data-science jupyterhub more...
Paritosh Kaushik	student facilitator	ai anaconda api aws azure big-data deep-learning distributed-computing more...
Muhammad Khiza…	student facilitator	ai bash big-data c c++ cuda git image-processing more...
Lenore Martin	researcher/educator	administering-hpc amber anaconda backup bash bioinformatics biology charmm more...	administering-hpc ai amber anaconda bioinformatics biology charmm community-outreach more...
Xiaoluo Jiao	student facilitator	bioinformatics biology cleanup data-management data-reproducibility data-wrangling genomics git more...	python sql
Matt Ferguson	researcher/educator	ACCESS ai anaconda bash bioinformatics biology c charmm more...	ACCESS ACCESS-account ACCESS-allocations ACCESS-credits ACCESS-website ai amber anaconda more...
Madhukara Keku…	student facilitator	ai anaconda api aws bash big-data c conda more...
Mohamed Eltayeb	student facilitator	ai big-data data-analysis deep-learning machine-learning
Manas Vishal	student facilitator	abstract administering-hpc affiliations ai anaconda artificial-intelligence astronomy astrophysics more...	abaqus abstract account administering-hpc affiliations ai anaconda and more...
Neil McGlohon	mentor steering committee	ai anaconda bash benchmarking big-data conda distributed-computing machine-learning more...	distributed-computing python
Jeffrey J. Nuc…	mentor rcf	archiving bash big-data cluster-support community-outreach cybersecurity deep-learning file-systems more...
Parth Shah	student facilitator	anaconda big-data c c++ cybersecurity data-analysis debugging deep-learning more...
Qingdou Han	student facilitator	bash data-analysis data-reproducibility data-wrangling git github github-pages machine-learning more...
Parameshwaran …	student facilitator	abaqus anaconda api artificial-intelligence bash batch-jobs c++ comsol more...	abaqus bash batch-jobs big-data comsol data-science deep-learning environment-modules more...
Roy Prouty	rcf	ACCESS ACCESS-account ACCESS-allocations ACCESS-credits ACCESS-website adding-users administering-hpc ai more...	abstract ACCESS ACCESS-account ACCESS-allocations ACCESS-credits ACCESS-website account administering-hpc more...
Ritesh Bachhar	student facilitator	anaconda astrophysics c fortran git github machine-learning mathematica more...	api astrophysics bash batch-jobs c++ compiling cpu-architecture cuda more...
Richa Gautam	student facilitator	aws big-data compiling conda data-wrangling debugging machine-learning matlab more...	ai big-data data-management data-wrangling deep-learning linear-programming machine-learning matlab more...
Ritesh Bachhar	student facilitator	anaconda astrophysics c fortran git github machine-learning mathematica more...	api astrophysics bash batch-jobs c++ compiling cpu-architecture cuda more...
Yuan Qu	student facilitator	ai bash data-management deep-learning git machine-learning matlab python more...
Sanguthevar Ra…	researcher/educator	ai big-data bioinformatics biology computational-chemistry data-analysis data-science deep-learning more...
Shagesh Sridharan	student facilitator	c++ data-analysis linear-programming machine-learning monte-carlo neural-networks programming python more...
Suhong Li	mentor researcher/educator	anaconda big-data cleanup data-analysis data-wrangling github machine-learning natural-language-processing more...
Stanley Nwoji	researcher/educator	anaconda aws azure big-data c c++ community-outreach conda more...	big-data community-outreach conda data-analysis deep-learning genomics image-processing julia more...
Som Bishoyi	student facilitator	abstract affiliations astrophysics bash data-analysis data-science deep-learning finite-element-analysis more...	astrophysics data-analysis data-science deep-learning gravitational-waves jupyterhub machine-learning mathematica more...
Seth Rosen	student facilitator	bash big-data c compiling data-analysis debugging deep-learning encryption more...
Sydney Shearer	student facilitator	anaconda data-analysis data-wrangling java machine-learning professional-development programming project-management more...
Ying-Chih Sun	student facilitator	ai archiving backup big-data data-analysis data-management data-sharing file-formats more...	ai big-data data-analysis data-management data-management-software linear-programming machine-learning mathematica more...
Mohammad Al-Tahat	rcf	ACCESS anvil aws azure bash c c++ cloud more...	abstract ACCESS ACCESS-account ACCESS-website account ACES affiliations ai more...

Projects

Project Title	Project Institution	Project Owner	Tags	Status
LLMs in Time Series Forecasting	Western New England University	Gaurav Khanna	ai, artificial-intelligence, llm, machine-learning	In Progress
Developing deep learning algorithms to analyze Raman spectral data for brain cancer diagnosis	Southern CT State University	Binlin Wu	gpu, image-processing, machine-learning, neural-networks, python	Halted
Mapping mass and radius of compact objects to neutron star equation of state or boson star scalar potential	Long Island University - Post	Steven Liebling	ai, astrophysics, deep-learning, machine-learning, neural-networks, nvidia, python, pytorch	Halted
Deep convolutional neural networks (dCNN) for image segmentation, instance labeling, and tracking.	University of Delaware	Anita Schwartz	bash, bioinformatics, computational-chemistry, debugging, machine-learning, programming, python, scripting, slurm, software-installation, tensorflow	Complete
High Performance Computing vs Quantum Computing for Neural Networks supporting Artificial Intelligence	Pace University	Avery Leider	ai, big-data, deep-learning, github, hpc-cluster-architecture, hpc-operations, jupyterhub, machine-learning, natural-language-processing, proposal-development, python, quantum-mechanics, research-facilitation, research-grants, resources, scikit-learn, singularity, vectorization	Complete
Deep learning for biomedical image analysis	Southern Connecticut State University	Binlin Wu	ai, big-data, deep-learning, gpu, machine-learning, matlab, python, tensorflow	Complete
Vector Representation with a Finance Corpus	Rhode Island College	Gaurav Khanna	bash, batch-jobs, deep-learning, distributed-computing, machine-learning, programming, python, research-facilitation, ssh	Complete
Project WiCCED ML	University of Delaware	Anita Schwartz	docker, hadoop, jupyterhub, kubernetes, machine-learning, programming-best-practices, python, r, software-installation, spark, tensorflow, tuning	Complete
Assembly and Taxonomic Profiling of Metagenomic Sequences using Deep Learning	University of Rhode Island	Gaurav Khanna	ai, bioinformatics, biology, deep-learning, gpu, hardware, machine-learning, neural-networks, python	Complete
Statistical Analysis of criminal cases in the United States District Court of Puerto Rico	Salve Regina University	Gaurav Khanna	ai, data-analysis, machine-learning, python	Complete
Gravitational-wave Inference with Waveform Uncertainty	University of Rhode Island -- Center for Computational Research	Gaurav Khanna	astrophysics, benchmarking, deep-learning, gravitational-waves, machine-learning	Complete
Developing machine learning interatomic potentials for classical molecular dynamics simulations of complex perovskites	University of Rhode Island	Gaurav Khanna	machine-learning, molecular-dynamics	Complete
Investigating the Association between Environmental Characteristics and Psychological Well-Being	Kean University	Galen Collier	ai, api, data-analysis, gis, image-processing, machine-learning, programming, programming-best-practices, python	Complete
Bias and Fairness in Machine Learning: Identifying Bias		Ahmed Rashed	machine-learning, natural-language-processing	Complete

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Organizations

WCI

cloud-computing visualization big-data data-analysis deep-learning

Affinity Groups

Name	Description	Tags	Join
Anvil	Purdue University is the home of Anvil, a powerful new supercomputer that provides advanced computing capabilities to support a wide range of computational and data-intensive research spanning from…	ai machine-learning anvil gpu	Login to join
AI Institutes Cyberinfrastructure	Gathering place for AI researchers to find curated information about using ACCESS resources for AI applications and research.	ai machine-learning gpu python	Login to join
REPACSS	The intent of this group is to support and engage users of the REPACSS resource by sharing updates about system status, events, and opportunities. The group will also be used to respond to user…	ai machine-learning globus	Login to join

Announcements

Title	Date
EduHPC'26 Deadlines Extended	07/13/26
EduHPC 2026 Call for Papers — Submit by July 17	06/09/26
Call for Proposals: NeocortexSDF2026CFP	05/15/26

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Knowledge Base Resources

Title	Category	Tags	Skill Level
A visual introduction to Gaussian Belief Propagation	Website	ai, machine-learning	Beginner, Intermediate
ACCESS HPC Workshop Series	Learning	deep-learning, machine-learning, neural-networks, big-data, tensorflow, gpu, training, openmpi, c, c++, fortran, openmp, programming, mpi, spark	Beginner, Intermediate
Active inference textbook	Learning	ai, machine-learning, neural-networks	Beginner, Intermediate, Advanced