AHPCC documentary |
Documentation |
login, batch-jobs, slurm, bash, ssh, python, mpi |
Beginner, Intermediate |
Applications of Machine Learning in Engineering and Parameter Tuning Tutorial |
Learning |
data-analysis, machine-learning, python |
Beginner, Intermediate |
Automated Machine Learning Book |
Learning |
ai, data-analysis, deep-learning, machine-learning, neural-networks, python, r |
Intermediate, Advanced, Expert |
Cornell Virtual Workshop |
Learning |
performance-tuning, python, r, matlab, slurm, mpi, cuda, file-transfer, globus |
Beginner, Intermediate, Advanced, Expert |
CUDA Toolkit Documentation |
Documentation |
documentation, c, c++, fortran, python |
Intermediate, Advanced |
GPU Computing Workshop Series for the Earth Science Community |
Learning |
optimization, performance-tuning, profiling, parallelization, github, pytorch, tensorflow, oceanography, gpu, hpc-arch-and-perf, PROFESSIONAL and WORKFORCE DEVELOPMENT, technical-training-for-hpc, PROGRAMMING LANGUAGES FRAMEWORKS AND IDEs, c, c++, fortran, cuda, jupyterhub, programming, programming-best-practices, python |
Beginner |
HPC University |
Learning |
python, r, matlab, mpi, compiling, debugging, professional-development |
Beginner, Intermediate, Advanced, Expert |
HPCwire |
Website |
documentation, bioinformatics, pytorch, data-science, hpc-operations, technical-training-for-hpc, programming, programming-best-practices, python |
Beginner, Intermediate, Advanced, Expert |
Introduction to Python for Digital Humanities and Computational Research |
Documentation |
ai, big-data, data-analysis, deep-learning, data-science, python |
Beginner |
MDAnalysis - Python library for the analysis of molecular dynamics simulations |
Tool |
computational-chemistry, materials-science, python |
Beginner, Intermediate, Advanced, Expert |
NCSA HPC Training Moodle |
Learning |
performance-tuning, profiling, parallelization, lustre, PROFESSIONAL and WORKFORCE DEVELOPMENT, technical-training-for-hpc, training, workforce-development, openmp, python, mpi, cybersecurity |
Beginner, Intermediate |
Python |
Learning |
python |
Beginner |
Python Tools for Data Science |
Video Link |
ai, big-data, data-analysis, machine-learning, data-wrangling, data-science, technical-training-for-hpc, training, workforce-development, python, scikit-learn, sql |
Intermediate |
Quick and Robust Data Augmentation with Albumentations Library |
Tool |
deep-learning, python |
Advanced, Expert |
Recommended Libraries for Cyberinfrastructure Users Developing Jupyter Notebooks |
Website |
ANALYSES and ALGORITHMS, ai, big-data, data-analysis, machine-learning, data-sharing, data-lifecycle, data-management, data-management-software, data-reproducibility, data-wrangling, github-pages, workflow, FIELD of SCIENCE, astrophysics, data-science, computational-chemistry, genomics, materials-science, gravitational-waves, oceanography, particle-physics, physiology, psychology, quantum-computing, quantum-mechanics, biology, GATEWAYS and PORTALS, science gateway, conda, jupyterhub, python |
Beginner, Intermediate, Advanced, Expert |
Reinforcement Learning For Beginners with Python |
Video Link |
deep-learning, machine-learning, tensorflow, training, programming-best-practices, python |
Beginner |
Setting up PyFR flow solver on clusters |
Learning |
faster, computational-fluid-dynamics, c++, cuda, python, mpi, software-installation |
Advanced |
Using Dask on HPC Systems |
Learning |
PROFESSIONAL and WORKFORCE DEVELOPMENT, technical-training-for-hpc, jupyterhub, python |
Beginner, Intermediate |
Using Linux commands in a python script (and the difference between the subprocess and os python modules) |
Learning |
programming, python |
Beginner, Intermediate |