| ACCESS HPC Workshop Series |
Learning |
deep-learning, machine-learning, neural-networks, big-data, tensorflow, gpu, training, openmpi, c, c++, fortran, openmp, programming, mpi, spark |
|
| 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 |
|
| Big Data Research at the University of Colorado Boulder |
Docs |
big-data |
|
| 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 |
|
| DARWIN Documentation Pages |
Docs |
darwin, big-data |
|
| 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 |
|
| Displaying Scientific Data with Tableau |
Video |
big-data, data-analysis, training, workforce-development |
|
| Expanse Home Page |
Website |
big-data |
|
| GPU Acceleration in Python |
Learning |
machine-learning, big-data, data-analysis, optimization, parallelization, gpu, cuda, python |
|
| 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 |
|
| 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 in Astrophysics |
Docs |
plotting, big-data, image-processing, machine-learning, astrophysics |
|
| 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 |
|
| Master's in Data Science Program Guide - TechGuide |
Website |
big-data, data-analysis, data-science |
|
| Numpy - a Python Library |
Tool |
documentation, big-data, data-analysis, deep-learning, opencv, pytorch, tensorflow, data-science |
|
| Online Bachelor's in Data Science Program Guide - TechGuide |
Website |
machine-learning, big-data, data-analysis, data-science |
|
| Online Master's in Business Analytics Program Guide - TechGuide |
Website |
machine-learning, big-data, data-analysis, data-science |
|
| Pandas - Python |
Docs |
documentation, ai, big-data, data-analysis |
|
| phenoACCESS-24 workshop program materials |
Website |
big-data, data-management, metadata, biology, professional-development, workforce-development |
|
| 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 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 |
|
| 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 |
|
| Spatial Data Science in the Cloud (Alpine HPC) using Python |
Learning |
cloud, big-data, data-analysis, gis, hpc-getting-started, slurm, git, anaconda, python |
|
| Understanding LLM Fine-tuning |
Learning |
big-data, training |
|
| Vulkan Support Survey across Systems |
Learning |
big-data, computer-graphics, workflow |
|
| Weka |
Tool |
big-data, data-analysis, machine-learning, weka, data-science, java |
|