Resources tagged data-science

Title Category Tags Skill Level
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
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
Data Analysis with R for Educators Video data-analysis, data-science, psychology, biology, training, workforce-development, r Beginner
Fairness and Machine Learning Docs ai, data-analysis, deep-learning, machine-learning, data-science Intermediate and Advanced
How the Little Jupyter Notebook Became a Web App: Managing Increasing Complexity with nbdev Learning data-sharing, data-management-software, data-reproducibility, github, workflow, astrophysics, data-science, novel-accelerators, computational-chemistry, genomics, materials-science, gravitational-waves, oceanography, particle-physics, physiology, psychology, quantum-computing, quantum-mechanics, biology, science-gateway, software-carpentry, jupyterhub, programming, python Beginner, Intermediate, and Advanced
HPCwire Website documentation, pytorch, data-science, bioinformatics, hpc-operations, training, programming, programming-best-practices, python Beginner, Intermediate, and Advanced
Introduction to Python for Digital Humanities and Computational Research Docs ai, big-data, data-analysis, deep-learning, data-science, python Beginner
Managing Python Packages on an HPC Cluster Docs documentation, pytorch, data-science, open-ondemand, batch-jobs, job-submission, slurm, environment-modules, anaconda, jupyterhub, python, library-paths, dependencies, pip, version-control Intermediate
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
Optimizing Research Workflows - A Documentation of Snakemake Docs documentation, data-analysis, data-reproducibility, workflow, bioinformatics, data-science, python Intermediate and Advanced
Python Data and Viz Training (CCEP Program) Learning data-science, python Beginner and 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
R for Data Science Learning visualization, data-analysis, data-science, r Beginner, Intermediate, and Advanced
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
Research Software Engineering Training Materials Website astrophysics, data-science, novel-accelerators, computational-chemistry, genomics, materials-science, gravitational-waves, oceanography, particle-physics, physiology, psychology, quantum-computing, quantum-mechanics, biology, git, training, workforce-development, programming, programming-best-practices, version-control Beginner, Intermediate, and Advanced
Samtools Documentation Docs documentation, data-analysis, bioinformatics, data-science, genomics Beginner, Intermediate, and Advanced
Science Gateway Tool/Web App Template (Jupyter Notebook + ipywidgets) Learning data-analysis, 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, jupyterhub, python Beginner
Useful R Packages for Data Science and Statistics Docs plotting, visualization, data-analysis, machine-learning, data-science, r Beginner, Intermediate, and Advanced
Weka Tool big-data, data-analysis, machine-learning, weka, data-science, java Intermediate and Advanced