KB Resources tagged big-data

Title Category Tags Skill Level
ACCESS HPC Workshop Series Learning deep-learning, machine-learning, neural-networks, big-data, tensorflow, gpu, training, openmpi, c, c++, fortran, openmp, programming, mpi, spark Beginner and Intermediate
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 Beginner, Intermediate, and Advanced
Beautiful Soup - Simple Python Web Scraping Tool documentation, ai, big-data, data-sharing, data-transfer, data-wrangling Beginner and Intermediate
Big Data Research at the University of Colorado Boulder Docs big-data Beginner
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 Beginner
DARWIN Documentation Pages Docs darwin, big-data Beginner, Intermediate, and Advanced
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 Beginner
Displaying Scientific Data with Tableau Video big-data, data-analysis, training, workforce-development Intermediate
Expanse Home Page Website big-data Beginner, Intermediate, and Advanced
GPU Acceleration in Python Learning machine-learning, big-data, data-analysis, optimization, parallelization, gpu, cuda, python Beginner and Intermediate
Introduction to Python for Digital Humanities and Computational Research Docs ai, big-data, data-analysis, deep-learning, data-science, python Beginner
Introductory Tutorial to Numpy and Pandas for Data Analysis Docs ai, big-data, data-analysis, vectorization Beginner
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 Beginner
Machine Learning in Astrophysics Docs plotting, big-data, image-processing, machine-learning, astrophysics Intermediate
Machine Learning with sci-kit learn Learning ai, big-data, machine-learning Beginner
marimo | a next generation python notebook Tool ai, computer-graphics, plotting, visualization, big-data, data-analysis, git, python Beginner, Intermediate, and Advanced
Master's in Data Science Program Guide - TechGuide Website big-data, data-analysis, data-science Advanced
Numpy - a Python Library Tool documentation, big-data, data-analysis, deep-learning, opencv, pytorch, tensorflow, data-science Beginner and Intermediate
Online Bachelor's in Data Science Program Guide - TechGuide Website machine-learning, big-data, data-analysis, data-science Intermediate
Online Master's in Business Analytics Program Guide - TechGuide Website machine-learning, big-data, data-analysis, data-science Advanced
Pandas - Python Docs documentation, ai, big-data, data-analysis Beginner and Intermediate
phenoACCESS-24 workshop program materials Website big-data, data-management, metadata, biology, professional-development, workforce-development Intermediate
Python Tools for Data Science Video ai, machine-learning, big-data, data-analysis, data-wrangling, data-science, training, workforce-development, python, scikit-learn, sql Intermediate
PyTorch for Deep Learning and Natural Language Processing Docs ai, big-data, data-analysis, deep-learning, machine-learning, neural-networks Beginner
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 Beginner, Intermediate, and Advanced
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 Beginner and Intermediate
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 Beginner and Intermediate
Spatial Data Science in the Cloud (Alpine HPC) using Python Learning cloud, big-data, data-analysis, gis, hpc-getting-started, slurm, git, anaconda, python Beginner and Intermediate
Understanding LLM Fine-tuning Learning big-data, training Beginner and Intermediate
Vulkan Support Survey across Systems Learning big-data, computer-graphics, workflow Intermediate
Weka Tool big-data, data-analysis, machine-learning, weka, data-science, java Intermediate and Advanced