| 01 – Introduction to Artificial Intelligence: Concepts, Applications, and Ethics |
Video |
ai, llm, NAIRR-pilot, generative-ai, deep-learning, machine-learning |
|
| 02 – Accessible AI and High-Performance Computing (HPC): A 14-Workshop Beginner Series (K–12 and Beyond) |
Learning |
ai, NAIRR-pilot, generative-ai, deep-learning, machine-learning, hpc-getting-started |
|
| 03 – Retrieval-Augmented Generation (RAG) for Large Language Models: A Beginner’s Guide |
Learning |
ai, llm, generative-ai, deep-learning, machine-learning |
|
| 04 – AI-First Critique Learning (AFCL): A Faculty Guide for Responsible AI Integration |
Learning |
ai, campus-champions, professional-development, training, workforce-development |
|
| 05 – Getting Started with the National Artificial Intelligence Research Resource (NAIRR) |
Learning |
ai, NAIRR-pilot, generative-ai, machine-learning, hpc-getting-started, research-facilitation |
|
| A Practical Introduction to pymdp: A Two-Part Guide to Active Inference in Python |
Video |
ai, machine-learning, artificial-intelligence, cognitive-science, computer-science, python |
|
| A visual introduction to Gaussian Belief Propagation |
Website |
ai, machine-learning |
|
| Active inference textbook |
Learning |
ai, machine-learning, neural-networks |
|
| ActiveInference.jl: A Julia Package for Computational Modeling |
Code |
ai, machine-learning, artificial-intelligence, cognitive-science, computer-science, julia |
|
| AI for improved HPC research - Cursor and Termius - Powerpoint |
Slides |
documentation, ai, machine-learning, ssh, programming, programming-best-practices, python, terminal-emulation-and-window-management |
|
| AI Institutes Cyberinfrastructure Documents: SAIL Meeting |
Learning |
ACCESS-account, ai, data-analysis, machine-learning |
|
| AI powered VsCode Editor |
Tool |
ai, machine-learning, workflow, natural-language-processing, programming, python, sas |
|
| AI/ML TechLab - Accelerating AI/ML Workflows on a Composable Cyberinfrastructure |
Docs |
ACES, documentation, TAMU, ai, visualization, deep-learning, machine-learning, neural-networks, login, authentication, composable-systems, gpu, nvidia, slurm, bash, modules, vim, anaconda, conda, programming, python, scikit-learn |
|
| An Introduction to the Julia Programming Language |
Learning |
ai, data-analysis, machine-learning, julia |
|
| Attention, Transformers, and LLMs: a hands-on introduction in Pytorch |
Learning |
ai, deep-learning, machine-learning, neural-networks, pytorch |
|
| Automated Machine Learning Book |
Learning |
ai, data-analysis, deep-learning, machine-learning, neural-networks, python, r |
|
| 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, open-ondemand, science-gateway, c++, jupyterhub, python |
|
| Beautiful Soup - Simple Python Web Scraping |
Tool |
documentation, ai, big-data, data-sharing, data-transfer, data-wrangling |
|
| CI Computing Module For All |
Learning |
ai, computer-vision, neural-networks, visualization, big-data, gis, parallelization, data-management, data-science, bioinformatics, open-ondemand, hpc-getting-started, cpu-architecture, distributed-computing, job-submission, jupyterhub, python, r, cybersecurity, containers |
|
| Data Imputation Methods for Climate Data and Mortality Data |
Video |
allocation-value, documentation, ai, plotting, visualization, data-analysis, machine-learning |
|
| DeapSECURE – Data-Enabled Advanced Computational Training Platform for Cybersecurity Research and Education |
Learning |
ai, deep-learning, machine-learning, neural-networks, visualization, big-data, data-analysis, jekyll, batch-jobs, slurm, bash, ssh, training, workforce-development, python, scikit-learn, cybersecurity |
|
| Factor Graphs and the Sum-Product Algorithm |
Docs |
ACCESS-account, ai, machine-learning |
|
| Fairness and Machine Learning |
Docs |
ai, data-analysis, deep-learning, machine-learning, data-science |
|
| fast.ai |
Website |
ai, machine-learning, pytorch, training |
|
| Framework to help in scaling Machine Learning/Deep Learning/AI/NLP Models to Web Application level |
Learning |
ai, deep-learning, machine-learning, neural-networks |
|
| Gesture Classifier Model using MediaPipe |
Docs |
ai, computer-vision, visualization, image-processing |
|
| Handwritten Digits Tutorial in PyTorch |
Website |
ai, visualization, deep-learning, image-processing, machine-learning, neural-networks, pytorch, python |
|
| Implementing Markov Processes with Julia |
Tool |
ai, machine-learning, julia |
|
| InsideHPC |
Website |
ai, machine-learning, community-outreach |
|
| Intro to GenAI Chatbot |
Learning |
ai, generative-ai |
|
| Intro to Machine Learning on HPC |
Docs |
ai, supervised-learning, unsupervised-learning, deep-learning, machine-learning, neural-networks |
|
| Introduction to Deep Learning in Pytorch |
Learning |
ai, deep-learning, image-processing, machine-learning, neural-networks, pytorch, gpu |
|
| Introduction to Probabilistic Graphical Models |
Learning |
ai, machine-learning |
|
| Introduction to Python for Digital Humanities and Computational Research |
Docs |
ai, big-data, data-analysis, deep-learning, data-science, python |
|
| Introductory Tutorial to Numpy and Pandas for Data Analysis |
Docs |
ai, big-data, data-analysis, vectorization |
|
| iOS CoreML + SwiftUI Image Classification Model |
Docs |
ai, machine-learning |
|
| Leveraging AI in Generative Assets and Environments for Play: Insights from the English Department's Digital Media Lab |
Slides |
ai, llm, generative-ai, reinforcement-learning, supervised-learning, unsupervised-learning, deep-learning, machine-learning, neural-networks, big-data, image-processing |
|
| Machine Learning with sci-kit learn |
Learning |
ai, big-data, machine-learning |
|
| marimo | a next generation python notebook |
Tool |
ai, computer-graphics, plotting, visualization, big-data, data-analysis, git, python |
|
| MNIST Handwritten Digits Tutorial |
Learning |
ai, machine-learning, neural-networks |
|
| Multitenant Apps: LLMs, Databases, Dashboards, and other shared services within Open OnDemand |
Tool |
ai, llm, open-ondemand |
|
| Neocortex Documentation |
Docs |
documentation, ai, deep-learning, neural-networks, hardware |
|
| Neural Networks in Julia |
Tool |
ai, deep-learning, machine-learning, neural-networks, julia |
|
| Nvidia Deep Learning Institute Instructor Certification Information |
Learning |
ai, deep-learning, machine-learning, artificial-intelligence, gpu, python |
|
| OLLAMA with OOD |
Tool |
ai, llm, generative-ai |
|
| Pandas - Python |
Docs |
documentation, ai, big-data, data-analysis |
|
| Probabilistic Semantic Data Association for Collaborative Human-Robot Sensing |
Docs |
ai, machine-learning |
|
| PYMDP: The Official Documentation |
Website |
ai, machine-learning, artificial-intelligence, cognitive-science, computer-science, python |
|
| Python Tools for Data Science |
Video |
ai, machine-learning, big-data, data-analysis, data-wrangling, data-science, training, workforce-development, python, scikit-learn, sql |
|
| PyTorch Documentation |
Docs |
ai, deep-learning, machine-learning, cloud-computing, structural-biology, pip |
|
| PyTorch for Deep Learning and Natural Language Processing |
Docs |
ai, big-data, data-analysis, deep-learning, machine-learning, neural-networks |
|
| 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 |
|
| 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, open-ondemand, science-gateway, c++, jupyterhub, python, r |
|
| Resource to active inference |
Website |
ai |
|
| Scikit-Learn: Easy Machine Learning and Modeling |
Tool |
documentation, ai, plotting, visualization, big-data, data-analysis, deep-learning, image-processing, machine-learning, monte-carlo, neural-networks, vectorization |
|
| Time-Series LSTMs Python Walkthrough |
Website |
ai, deep-learning, machine-learning, neural-networks, pytorch, python |
|
| Training an LSTM Model in Pytorch |
Learning |
ai, supervised-learning, machine-learning |
|
| Tutorial: Localized RAG Chatbot with ACCESS HPC |
Tool |
ai, llm, generative-ai, nlp, machine-learning, ACCESS, supplement, jetstream, cloud-open-source, natural-language-processing, bash, git, vm, community-outreach, research-facilitation, workforce-development, python, interactive-mode, easybuild, pip |
|
| What are LSTMs? |
Learning |
ai, deep-learning, machine-learning, neural-networks |
|
| What is fairness in ML? |
Docs |
ai, visualization, data-analysis, deep-learning, machine-learning |
|
| Workshop on LangChain and GPT |
Video |
ai, llm, data-analysis, python |
|