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Resources

These resources have been crowd-sourced from the ConnectCI community and represent a “vetted” list of useful websites, training modules, tutorials and other learning resources. Resources show up in tag search if they have the relevant tag attached. Affinity groups can include relevant resources on their respective affinity group pages. Additional resources are always welcome, click the “Add New Resource” button to suggest one. Resources are listed by vote count. If you use a resource from this page and find it helpful, please take a moment to vote for it. (You must be logged in to vote.)

Title Sort descending Description Category Tags Skill Level Affinity Group
ACCESS Campus Champion Example Allocation ACCESS requests proposals to be written following NSF proposal guidelines. The link provides an… more

Learning        

allocations-proposal proposal-request research-facilitation Beginner
ACCESS HPC Workshop Series Monthly workshops sponsored by ACCESS on a variety of HPC topics organized by Pittsburgh… more

Learning        

big-data deep-learning machine-learning more Beginner, Intermediate
ACCESS KB Guide - Anvil

Documentation        

Anvil
ACCESS KB Guide - DELTA

Documentation        

Delta
ACCESS KB Guide - Expanse

Documentation        

composable-systems gpu Expanse
ACCESS Pegasus Documentation

Documentation        

pegasus Beginner, Intermediate, Advanced, Expert Pegasus
ACCESS Support Portal

Website        

ACCESS Support
Anvil Home Page

Website        

Anvil
Applications of Machine Learning in Engineering and Parameter Tuning Tutorial Slides for a tutorial on Machine Learning applications in Engineering and parameter tuning given at… more

Learning        

data-analysis machine-learning python Beginner, Intermediate
Ask.CI Q&A Platform for Research Computing

Website        

Beginner, Intermediate, Advanced, Expert Ask.CI Moderators
Automated Machine Learning Book The authoritative book on automated machine learning, which allows practitioners without ML… more

Learning        

ai data-analysis deep-learning more Intermediate, Advanced, Expert
Bash shell tutorial Training materials for using the bash (and zsh) shell.

Learning        

bash Intermediate
Better Scientific Software (BSSw) The Better Scientific Software (BSSw) project provides a community to collaborate and learn about… more

Website        

PROFESSIONAL and WORKFORCE DEVELOPMENT community-outreach project-management more Beginner, Intermediate, Advanced, Expert
Bridges-2 Home Page Landing Page for Bridges-2 information

Website        

Bridges-2
CaRCC Data Facing Track The Data-Facing Track of the People Network brings together people from research computing groups,… more

Website        

data-access-protocols data-analysis data-compliance Beginner, Intermediate, Advanced, Expert Large Data Sets
Campus Champions Home Page

Website        

community-outreach professional-development Beginner, Intermediate, Advanced, Expert Campus Champions
ConnectCI Connect.Cybinfrastructure is a family of portals, each representing a program that is serving a… more

Website        

Beginner, Intermediate, Advanced, Expert Connect CI Alliance
Cornell Virtual Workshop Comprehensive training resource for high performance computing topics. Current tags are just a… more

Learning        

performance-tuning python more Beginner, Intermediate, Advanced, Expert
DARWIN Documentation Pages

Documentation        

big-data DARWIN
DELTA Introductory Video Introductory video about DELTA. Speaker Tim Boerner, Senior Assistant Director, NCSA

video        

gpu training Delta
Educause HEISC-800-171 Community Group The purpose of this group is to provide a forum to discuss NIST 800-171 compliance. Participants… more

Website        

cybersecurity Cybersecurity for Research Computing
Examples of Thrust code for GPU Parallelization Some examples for writing Thrust code. To compile, download the CUDA compiler from NVIDIA. This… more

Learning        

parallelization gpu cuda Intermediate, Advanced, Expert
Examples of code using JSON nlohmann header only Library for C++ This code showcases how to work with the header-only nlohmann JSON library for C++. In order to… more

Learning        

c++ Advanced
Expanse Home Page

Website        

big-data Expanse
Framework to help in scaling Machine Learning/Deep Learning/AI/NLP Models to Web Application level This framework will help in scaling Machine Learning/Deep Learning/Artificial Intelligence/Natural… more

Learning        

ai deep-learning machine-learning more Intermediate
GPU Computing Workshop Series for the Earth Science Community GPU training series for scientists, software engineers, and students, with emphasis on Earth… more

Learning        

optimization performance-tuning profiling more Beginner
Git Branching Workflow and Maneuvers A couple of resources that:

1.) Presents and defends a git branching workflow for… more

Learning        

github git Beginner, Intermediate, Advanced
HPC University A comprehensive list of training resources. The tag list does not represent the full extent of… more

Learning        

python r more Beginner, Intermediate, Advanced, Expert
Header-only C++ JSON library JSON is a lightweight format for storing and transporting data, for example in a config file. This… more

Learning        

resources c++ Intermediate, Advanced
Higher Ed Controlled Unclassified Information Slack (HigherEdCUI) Slack channel for the Higher Ed CUI community

Tool        

cybersecurity Cybersecurity for Research Computing
Hour of Ci Hour of Cyberinfrastructure (Hour of CI) is a nationwide campaign to introduce undergraduate and… more

Learning        

arcgis Beginner ArcGIS Users
How to use Rclone Learn how to use Rclone to transfer data, specifically from your local drive to the Open Storage… more

Learning        

data-transfer Beginner
Jetstream Home

Website        

Jetstream-2
Jetstream2 Docs Site

Documentation        

jetstream Beginner, Intermediate, Advanced, Expert Jetstream-2
Jetstream2 Status

Website        

jetstream Beginner, Intermediate, Advanced, Expert Jetstream-2
Linux Tutorial from Ryan's Tutorials The following pages are intended to give you a solid foundation in how to use the terminal, to get… more

Learning        

file-systems bash unix-environment Beginner
MPI Resources Workshop for beginners and intermediate students in MPI which includes helpful exercises. Open MPI… more

Learning        

parallelization mpi Beginner, Intermediate
Machine Learning in R online book The free online book for the mlr3 machine learning framework for R. Gives a comprehensive overview… more

Learning        

data-analysis machine-learning r Beginner, Intermediate, Advanced, Expert
NCSA HPC Training Moodle Self-paced tutorials on high-end computing topics such as parallel computing, multi-core… more

Learning        

performance-tuning profiling parallelization more Beginner, Intermediate
NERSC Training and Tutorials A comprehensive collection of NERSC developed training and tutorial events, offered on regular… more

Learning        

PROFESSIONAL and WORKFORCE DEVELOPMENT technical-training-for-hpc training Beginner, Intermediate, Advanced, Expert
Oakridge Leadership Computing Facility (OLCF) Training Events and Archive Upcoming training events and archives of training materials detailing general HPC best practices as… more

Learning        

PROFESSIONAL and WORKFORCE DEVELOPMENT technical-training-for-hpc training Beginner, Intermediate, Advanced, Expert
Open OnDemand Open OnDemand home page. https://openondemand.org

Website        

more Beginner, Intermediate, Advanced, Expert Open Ondemand
Open Storage Network The Open Storage Network, a national resource available through the XSEDE resource allocation… more

Website        

data-management data-retention more Beginner, Intermediate, Advanced, Expert Large Data Sets
Open Storage Network The Open Storage Network, a national resource available through the XSEDE resource allocation… more

Website        

data-management data-retention more Beginner, Intermediate, Advanced, Expert Open Storage Network
Python Python course offered by Texas A&M HPRC

Learning        

python Beginner
Quick and Robust Data Augmentation with Albumentations Library Data augmentation is a crucial step in the pipeline for image classification with deep learning.… more

Tool        

deep-learning python Advanced, Expert
RMACC Website Rocky Mountain Advanced Computing Consortium Website

Website        

community-outreach RMACC/Campus Champions Region 8
RRCoP Resources Page Very helpful list of Regulated Research Community of Practice's collaborating communities.

Website        

community-outreach cybersecurity Beginner, Intermediate, Advanced, Expert Cybersecurity for Research Computing
Regulated Research Community of Practice The daily news clearly shows the increasing threat to safety and privacy of data, personal as well… more

Website        

community-outreach cybersecurity Beginner, Intermediate, Advanced, Expert Cybersecurity for Research Computing
Research Security Operations Center at IU The NSF-funded ResearchSOC helps make scientific computing resilient to cyberattacks and capable of… more

Website        

cybersecurity Cybersecurity for Research Computing
Rockfish at Johns Hopkins University Resources and User Guide available at Rockfish

Documentation        

rockfish Intermediate
Slurm Scheduling Software Documentation Slurm is an open source, fault-tolerant, and highly scalable cluster management and job scheduling… more

Website        

slurm cluster-support Intermediate, Advanced
Slurm User Group Mailing List

Mailing List        

schedulers slurm
Texas A&M HPRC Training Site Training Resources and Courses offered by Texas A&M's Research Computing Group

Learning        

Beginner, Intermediate, Advanced, Expert
The Carpentries We teach foundational coding and data science skills to researchers worldwide.

Website        

training Beginner, Intermediate, Advanced, Expert
Thrust resources Thrust is a CUDA library that optimizes parallelization on the GPU for you. The Thrust tutorial is… more

Learning        

resources more Intermediate, Advanced, Expert
Trusted CI The mission of Trusted CI is to lead in the development of an NSF Cybersecurity Ecosystem with the… more

Website        

cybersecurity training Beginner, Intermediate, Advanced, Expert Cybersecurity for Research Computing
Trusted CI Resources Page Very helpful list of external resources from Trusted CI

Website        

cybersecurity Cybersecurity for Research Computing
UNIX/command line basics tutorial Introductory training materials for working on the UNIX command line.

Learning        

bash Beginner
Using Dask on HPC Systems A tutorial on the effective use of Dask on HPC resources. The four-hour tutorial will be split into… more

Learning        

PROFESSIONAL and WORKFORCE DEVELOPMENT technical-training-for-hpc jupyterhub more Beginner, Intermediate
Using Linux commands in a python script (and the difference between the subprocess and os python modules) Learn how to use Linux commands in a python script. Specifically, learn how to use the subprocess… more

Learning        

programming python Beginner, Intermediate
Version control with Git Understand the benefits of an automated version control system and the basics of how automated… more

Learning        

version-control github git Beginner
Wiki for Onboarding onto the C3DDB Cluster at MGHPCC This is a resource for researchers and students looking to on-board onto the c3ddb cluster at… more

Learning        

Beginner
Women in HPC

Website        

community-outreach Beginner