Title Category Tags Skill Level
01 – Introduction to Artificial Intelligence: Concepts, Applications, and Ethics Video ai, llm, NAIRR-pilot, generative-ai, deep-learning, machine-learning Beginner
02 – Accessible AI and High-Performance Computing (HPC): A 14-Workshop Beginner Series (K–12 and Beyond) Learning ai, NAIRR-pilot, generative-ai, deep-learning, machine-learning, hpc-getting-started Beginner
03 – Retrieval-Augmented Generation (RAG) for Large Language Models: A Beginner’s Guide Learning ai, llm, generative-ai, deep-learning, machine-learning 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
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
DNA Analysis with PyTorch: A Promising but Complex Landscape Learning deep-learning, machine-learning Beginner
Docker - Containerized, reproducible workflows Tool documentation, cloud-computing, deep-learning Intermediate and Advanced
Fairness and Machine Learning Docs ai, data-analysis, deep-learning, machine-learning, data-science 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
Handwritten Digits Tutorial in PyTorch Website ai, visualization, deep-learning, image-processing, machine-learning, neural-networks, pytorch, python Intermediate
Horovod: Distributed deep learning training framework Tool deep-learning, distributed-computing, gpu Intermediate and Advanced
Intro to Machine Learning on HPC Docs ai, supervised-learning, unsupervised-learning, deep-learning, machine-learning, neural-networks Beginner
Introduction to Deep Learning in Pytorch Learning ai, deep-learning, image-processing, machine-learning, neural-networks, pytorch, gpu Beginner and Intermediate
Introduction to Python for Digital Humanities and Computational Research Docs ai, big-data, data-analysis, deep-learning, data-science, python 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
Neocortex Documentation Docs documentation, ai, deep-learning, neural-networks, hardware Beginner
Neural Networks in Julia Tool ai, deep-learning, machine-learning, neural-networks, julia Intermediate and Advanced
Numpy - a Python Library Tool documentation, big-data, data-analysis, deep-learning, opencv, pytorch, tensorflow, data-science Beginner and Intermediate
Nvidia Deep Learning Institute Instructor Certification Information Learning ai, deep-learning, machine-learning, artificial-intelligence, gpu, python Intermediate
Official Documentation for PyTorch and NumPy Docs deep-learning, neural-networks, pytorch, python Beginner
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 for DNA analysis: Learning resources Learning deep-learning, data-analysis, natural-language-processing, pytorch, nvidia, unix-environment Beginner and Intermediate
PyTorch Introduction Website deep-learning, machine-learning, neural-networks, pytorch, python Intermediate
Quick and Robust Data Augmentation with Albumentations Library Tool deep-learning, python Advanced
Reinforcement Learning For Beginners with Python Video deep-learning, machine-learning, tensorflow, training, programming-best-practices, python Beginner
Representation Learning in Deep Learning Docs deep-learning, image-processing, machine-learning, neural-networks 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
Time-Series LSTMs Python Walkthrough Website ai, deep-learning, machine-learning, neural-networks, pytorch, python 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