Title Category Tags Skill Level
A visual introduction to Gaussian Belief Propagation Website aimachine-learning Beginner and Intermediate
ACCESS HPC Workshop Series Learning big-datadeep-learningmachine-learning +13 more tags Beginner and Intermediate
Active inference textbook Learning aimachine-learningneural-networks Beginner, Intermediate, and Advanced
AI for improved HPC research - Cursor and Termius - Powerpoint Slides documentationaimachine-learning +5 more tags Beginner and Intermediate
AI Institutes Cyberinfrastructure Documents: SAIL Meeting Learning access-accountaidata-analysis +1 more tags Beginner, Intermediate, and Advanced
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
An Introduction to the Julia Programming Language Learning aidata-analysismachine-learning +1 more tags Beginner
Applications of Machine Learning in Engineering and Parameter Tuning Tutorial Learning data-analysismachine-learningpython Beginner and Intermediate
Attention, Transformers, and LLMs: a hands-on introduction in Pytorch Learning aideep-learningmachine-learning +2 more tags 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
Data Imputation Methods for Climate Data and Mortality Data Video allocation-valuedocumentationai +4 more tags Intermediate and Advanced
DeapSECURE – Data-Enabled Advanced Computational Training Platform for Cybersecurity Research and Education Learning aivisualizationbig-data +15 more tags Beginner
Factor Graphs and the Sum-Product Algorithm Docs access-acountaimachine-learning Intermediate
Fairness and Machine Learning Docs aidata-analysisdeep-learning +2 more tags Intermediate and Advanced
fast.ai Website aimachine-learningpytorch +1 more tags Beginner, Intermediate, and Advanced
Feed Forward NNs and Gradient Descent Website deep-learningmachine-learningneural-networks Intermediate
Framework to help in scaling Machine Learning/Deep Learning/AI/NLP Models to Web Application level Learning aideep-learningmachine-learning +1 more tags Intermediate
Handwritten Digits Tutorial in PyTorch Website aivisualizationdeep-learning +5 more tags Intermediate
Harnessing the Power of Cloud and Machine Learning for Climate and Ocean Advances Learning machine-learning Intermediate
Implementing Markov Processes with Julia Tool aimachine-learningjulia Intermediate and Advanced
InsideHPC Website aimachine-learningcommunity-outreach Beginner, Intermediate, and Advanced
Intro to Statistical Computing with Stan Docs data-analysismachine-learningmonte-carlo +1 more tags Beginner and Intermediate
Introduction to Deep Learning in Pytorch Learning aideep-learningimage-processing +4 more tags Beginner and Intermediate
Introduction to Probabilistic Graphical Models Learning aimachine-learning Beginner and Intermediate
Machine Learning in Astrophysics Docs plottingbig-dataimage-processing +2 more tags Intermediate
Machine Learning in R online book Learning data-analysismachine-learningr Beginner, Intermediate, and Advanced
Machine Learning with sci-kit learn Learning aibig-datamachine-learning Beginner
Neural Networks in Julia Tool aideep-learningmachine-learning +2 more tags Intermediate and Advanced
Practical Machine Learning with Python Video machine-learningprogrammingpython Advanced
Probabilistic Semantic Data Association for Collaborative Human-Robot Sensing Docs aimachine-learning Advanced
Python Tools for Data Science Video aibig-datadata-analysis +9 more tags Intermediate
PyTorch for Deep Learning and Natural Language Processing Docs aibig-datadata-analysis +3 more tags Beginner
PyTorch Introduction Website deep-learningmachine-learningneural-networks +2 more tags Intermediate
Recommended Libraries for Cyberinfrastructure Users Developing Jupyter Notebooks Website aibig-datadata-analysis +26 more tags Beginner, Intermediate, and Advanced
Reinforcement Learning For Beginners with Python Video deep-learningmachine-learningtensorflow +3 more tags Beginner
Representation Learning in Deep Learning Docs deep-learningimage-processingmachine-learning +1 more tags Intermediate
Research Software Development in JupyterLab: A Platform for Collaboration Between Scientists and RSEs Learning aivisualizationbig-data +23 more tags Beginner and Intermediate
Scikit-Learn: Easy Machine Learning and Modeling Tool documentationaiplotting +9 more tags Beginner and Intermediate
Scipy Lecture Notes Learning visualizationdata-analysismachine-learning +1 more tags Beginner and Intermediate
Time-Series LSTMs Python Walkthrough Website aideep-learningmachine-learning +3 more tags Advanced
Useful R Packages for Data Science and Statistics Docs plottingvisualizationdata-analysis +3 more tags Beginner, Intermediate, and Advanced
Weka Tool big-datadata-analysismachine-learning +3 more tags Intermediate and Advanced
What are LSTMs? Learning aideep-learningmachine-learning +1 more tags Intermediate and Advanced
What is fairness in ML? Docs aivisualizationdata-analysis +2 more tags Intermediate