Title Category Tags Skill Level
ACES: Charliecloud Containers for Scientific Workflows (Tutorial) Learning ACESTAMUSCRATCH +10 more tags Beginner
Advanced Mathematical Optimization Techniques Learning optimizationpython Beginner, Intermediate, and Advanced
AHPCC documentary Docs loginbatch-jobsslurm +4 more tags Beginner and Intermediate
AI for improved HPC research - Cursor and Termius - Powerpoint Slides documentationaimachine-learning +5 more tags Beginner and Intermediate
AI powered VsCode Editor Tool aimachine-learningworkflow +4 more tags Beginner and Intermediate
AI/ML TechLab - Accelerating AI/ML Workflows on a Composable Cyberinfrastructure Docs ACESdocumentationTAMU +19 more tags Intermediate
Applications of Machine Learning in Engineering and Parameter Tuning Tutorial Learning data-analysismachine-learningpython Beginner and Intermediate
Automated Machine Learning Book Learning aidata-analysisdeep-learning +4 more tags Intermediate and Advanced
Awesome Jupyter Widgets (for building interactive scientific workflows or science gateway tools) Learning aicomputer-graphicsplotting +33 more tags Beginner, Intermediate, and Advanced
Biopython Tutorial Learning bioinformaticsgenomicspython Beginner, Intermediate, and Advanced
Conda Tool anacondacondapython Beginner
Cornell Virtual Workshop Learning jetstreamstampede2cloud-computing +12 more tags Beginner, Intermediate, and Advanced
CUDA Toolkit Documentation Docs documentationcc++ +2 more tags Intermediate and Advanced
Data Visualization tools for Python Docs documentationpython Beginner and Intermediate
DeapSECURE – Data-Enabled Advanced Computational Training Platform for Cybersecurity Research and Education Learning aideep-learningmachine-learning +14 more tags Beginner
Gentle Introduction to Programming With Python Learning python Beginner
Globus Documentation Docs cloud-storagedata-sharingdata-management +12 more tags Beginner, Intermediate, and Advanced
GPU Computing Workshop Series for the Earth Science Community Learning optimizationperformance-tuningprofiling +16 more tags Beginner
Handwritten Digits Tutorial in PyTorch Website aivisualizationdeep-learning +5 more tags Intermediate
How the Little Jupyter Notebook Became a Web App: Managing Increasing Complexity with nbdev Learning data-sharingdata-management-softwaredata-reproducibility +21 more tags Beginner, Intermediate, and Advanced
HPC University Learning debugginghpc-operationsprofessional-development +7 more tags Beginner, Intermediate, and Advanced
HPCwire Website documentationpytorchdata-science +6 more tags Beginner, Intermediate, and Advanced
Intro to Statistical Computing with Stan Docs data-analysismachine-learningmonte-carlo +1 more tags Beginner and Intermediate
Introduction to Python for Digital Humanities and Computational Research Docs aibig-datadata-analysis +3 more tags Beginner
Managing Python Packages on an HPC Cluster Docs documentationpytorchdata-science +12 more tags Intermediate
MATLAB with other Programming Languages Tool cc++fortran +3 more tags Beginner, Intermediate, and Advanced
MDAnalysis - Python library for the analysis of molecular dynamics simulations Tool computational-chemistrymaterials-sciencepython Beginner, Intermediate, and Advanced
NCSA HPC Training Moodle Learning performance-tuningprofilingparallelization +8 more tags Beginner and Intermediate
Official Documentation for PyTorch and NumPy Docs deep-learningneural-networkspytorch +1 more tags Beginner
Official Python Documentation Docs documentationpython
Optimizing Research Workflows - A Documentation of Snakemake Docs documentationdata-analysisdata-reproducibility +4 more tags Intermediate and Advanced
Practical Machine Learning with Python Video machine-learningprogrammingpython Advanced
Python Learning python Beginner
Python Data and Viz Training (CCEP Program) Learning data-sciencepython Beginner and Intermediate
Python Tools for Data Science Video aimachine-learningbig-data +8 more tags Intermediate
PyTorch Introduction Website deep-learningmachine-learningneural-networks +2 more tags Intermediate
Quick and Robust Data Augmentation with Albumentations Library Tool deep-learningpython Advanced
Recommended Libraries for Cyberinfrastructure Users Developing Jupyter Notebooks Website aibig-datadata-analysis +26 more tags Beginner, Intermediate, and Advanced
Regular Expressions Learning perlprogrammingpython +1 more tags Beginner and Intermediate
Reinforcement Learning For Beginners with Python Video deep-learningmachine-learningtensorflow +3 more tags Beginner
Research Software Development in JupyterLab: A Platform for Collaboration Between Scientists and RSEs Learning aivisualizationbig-data +23 more tags Beginner and Intermediate
Science Gateway Tool/Web App Template (Jupyter Notebook + ipywidgets) Learning data-analysisgithubastrophysics +17 more tags Beginner
Scipy Lecture Notes Learning visualizationdata-analysismachine-learning +1 more tags Beginner and Intermediate
Set Up VSCode for Python and Github Learning gitpython
Setting up PyFR flow solver on clusters Learning fastercomputational-fluid-dynamicsc++ +4 more tags Advanced
Time-Series LSTMs Python Walkthrough Website aideep-learningmachine-learning +3 more tags Advanced
Using Dask on HPC Systems Learning trainingjupyterhubpython Beginner and Intermediate
Using Linux commands in a python script (and the difference between the subprocess and os python modules) Learning cluster-managementprogrammingpython Beginner and Intermediate