KB Resources tagged machine-learning

Title Category Tags Skill Level
A visual introduction to Gaussian Belief Propagation Website ai, machine-learning Beginner and Intermediate
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
Active inference textbook Learning ai, machine-learning, neural-networks Beginner, Intermediate, and Advanced
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 Beginner and Intermediate
AI Institutes Cyberinfrastructure Documents: SAIL Meeting Learning ACCESS-account, ai, data-analysis, machine-learning Beginner, Intermediate, and Advanced
AI powered VsCode Editor Tool ai, machine-learning, workflow, natural-language-processing, programming, python, sas Beginner and Intermediate
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 Intermediate
An Introduction to the Julia Programming Language Learning ai, data-analysis, machine-learning, julia Beginner
Applications of Machine Learning in Engineering and Parameter Tuning Tutorial Learning data-analysis, machine-learning, python Beginner and Intermediate
Attention, Transformers, and LLMs: a hands-on introduction in Pytorch Learning ai, deep-learning, machine-learning, neural-networks, pytorch Intermediate
Automated Machine Learning Book Learning ai, data-analysis, deep-learning, machine-learning, neural-networks, python, r Intermediate and Advanced
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
CryoSPARC Website machine-learning, image-processing, structural-biology, biology
Data Imputation Methods for Climate Data and Mortality Data Video allocation-value, documentation, ai, plotting, visualization, data-analysis, machine-learning 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
DNA Analysis with PyTorch: A Promising but Complex Landscape Learning deep-learning, machine-learning Beginner
Enhancing LLMs with RAG: A Beginner’s Guide Learning ai, llm, NAIRR-pilot, generative-ai, nlp, deep-learning, machine-learning, neural-networks, reporting, artificial-intelligence, computer-science, data-science, jupyterhub, python Beginner
Factor Graphs and the Sum-Product Algorithm Docs ACCESS-account, ai, machine-learning Intermediate
Fairness and Machine Learning Docs ai, data-analysis, deep-learning, machine-learning, data-science Intermediate and Advanced
fast.ai Website ai, machine-learning, pytorch, training Beginner, Intermediate, and Advanced
Feed Forward NNs and Gradient Descent Website deep-learning, machine-learning, neural-networks Intermediate
Framework to help in scaling Machine Learning/Deep Learning/AI/NLP Models to Web Application level Learning ai, deep-learning, machine-learning, neural-networks Intermediate
GPU Acceleration in Python Learning machine-learning, big-data, data-analysis, optimization, parallelization, gpu, cuda, python Beginner and Intermediate
Handwritten Digits Tutorial in PyTorch Website ai, visualization, deep-learning, image-processing, machine-learning, neural-networks, pytorch, python Intermediate
Harnessing the Power of Cloud and Machine Learning for Climate and Ocean Advances Learning machine-learning Intermediate
HPC-AI Resources for STEM and Non-STEM Researchers Learning ai, llm, generative-ai, deep-learning, machine-learning, neural-networks, visualization, artificial-intelligence, computer-science, data-science, hpc-getting-started, professional-development, software-carpentry, training, jupyterhub, python Beginner
Implementing Markov Processes with Julia Tool ai, machine-learning, julia Intermediate and Advanced
InsideHPC Website ai, machine-learning, community-outreach Beginner, Intermediate, and Advanced
Intro to Machine Learning on HPC Docs ai, supervised-learning, unsupervised-learning, deep-learning, machine-learning, neural-networks Beginner
Intro to Statistical Computing with Stan Docs data-analysis, machine-learning, monte-carlo, python Beginner and Intermediate
Introduction to Deep Learning in Pytorch Learning ai, deep-learning, image-processing, machine-learning, neural-networks, pytorch, gpu Beginner and Intermediate
Introduction to Probabilistic Graphical Models Learning ai, machine-learning Beginner and Intermediate
iOS CoreML + SwiftUI Image Classification Model Docs ai, machine-learning Beginner
Kaggle Learn: A Hands-On Platform for Data Science and Machine Learning Education Learning machine-learning, tensorflow, data-science, python Beginner and Intermediate
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 in R online book Learning data-analysis, machine-learning, r Beginner, Intermediate, and Advanced
Machine Learning with sci-kit learn Learning ai, big-data, machine-learning Beginner
MNIST Handwritten Digits Tutorial Learning ai, machine-learning, neural-networks
Neural Networks in Julia Tool ai, deep-learning, machine-learning, neural-networks, julia Intermediate and Advanced
Nvidia Deep Learning Institute Instructor Certification Information Learning ai, deep-learning, machine-learning, artificial-intelligence, gpu, python 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
Practical Machine Learning with Python Video machine-learning, programming, python Advanced
Probabilistic Semantic Data Association for Collaborative Human-Robot Sensing Docs ai, machine-learning Advanced
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 Documentation Docs ai, deep-learning, machine-learning, cloud-computing, structural-biology, pip Beginner, Intermediate, and Advanced
PyTorch for Deep Learning and Natural Language Processing Docs ai, big-data, data-analysis, deep-learning, machine-learning, neural-networks Beginner
PyTorch Introduction Website deep-learning, machine-learning, neural-networks, pytorch, python Intermediate
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
Reinforcement Learning For Beginners with Python Video deep-learning, machine-learning, tensorflow, training, programming-best-practices, python Beginner
Relion - Cryo-EM structure determination software Website machine-learning, data-analysis, image-processing, computer-science, data-science Beginner, Intermediate, and Advanced
Representation Learning in Deep Learning Docs deep-learning, image-processing, machine-learning, neural-networks Intermediate
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
Scipy Lecture Notes Learning visualization, data-analysis, machine-learning, python Beginner and Intermediate
Supervised Machine Learning Readiness Learning supervised-learning, machine-learning, atmospheric-physics, earth-sciences, workforce-development, jupyterhub Beginner
Time-Series LSTMs Python Walkthrough Website ai, deep-learning, machine-learning, neural-networks, pytorch, python Advanced
Tools and applications for Genomics and Bioinformatics Docs machine-learning, data-analysis, genomics, bioinformatics Beginner, Intermediate, and Advanced
Training an LSTM Model in Pytorch Learning ai, supervised-learning, machine-learning Intermediate
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 Beginner and Intermediate
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
What are LSTMs? Learning ai, deep-learning, machine-learning, neural-networks Intermediate and Advanced
What is fairness in ML? Docs ai, visualization, data-analysis, deep-learning, machine-learning Intermediate