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Code: https://github.com/e-eight/delta-multi-gpu-workshop Slides: https://drive.google.com/file/d/1GjYV6j6TdomwLQWQAwiLE1lClK4M6_ob/view?usp=drive_link
Distributed Deep Learning with PyTorch Lightning
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Notebooks: https://github.com/QibangLiu/sciML_webinar
Introduction to Scientific Machine Learning
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Zoom Recording ID: 83916717669 UUID: M1Cl/pBnQNuI5NIfRqUCFQ== Meeting Time: 2026-04-01 02:52:19pmGMT
Accessible HPC Workshop Series
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Zoom Recording ID: 83916717669 UUID: qpY45ufTQ0+FiALjD7YGKw== Meeting Time: 2026-03-31 02:50:55pmGMT
Accessible HPC Workshop Series
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Zoom Recording ID: 83916717669 UUID: Q21OVxzVSnStUYEzHtYrKA== Meeting Time: 2026-03-30 02:50:34pmGMT
Accessible HPC Workshop Series
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Zoom Recording ID: 85157459880 UUID: 2XXBD1zfSeKkeWT97phKIQ== Meeting Time: 2026-03-04 03:51:18pmGMT
Introduction to Deep Learning with ICRN
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Zoom Recording ID: 83472538362 UUID: Nh6o3yVDQ3y4iWKA3Ey73g== Meeting Time: 2026-02-20 03:46:53pmGMT
A Quick Start to Accelerated Quantum…
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NCSA is offering a workshop to introduce the DeltaAI cluster and teach how to perform basic tasks in its cluster environment. There are no prerequisites for this…
Getting Started with NCSA's DeltaAI…
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This 2-hour workshop will introduce the Illinois Campus Cluster (ICC) and teach how to perform basic tasks in the cluster environment with hands-on exercises. Topics…
Getting Started on the Illinois Campus Cluster
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This workshop will give you hands-on experience using TorchGeo for geospatial deep learning. TorchGeo is a PyTorch domain library, similar to torchvision, providing…
Geospatial Deep Learning w/ TorchGeo
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Zoom Recording ID: 86598975053 UUID: hTiHsqF6Q3KvDNKi23xAoQ== Meeting Time: 2025-10-08 05:55:54pmGMT
Jupyter with ICRN
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Zoom Recording ID: 87892492764 UUID: ObpVXmn8SjWYHaoeCYho1w== Meeting Time: 2025-10-07 05:50:23pmGMT
Getting Started on NCSA's DeltaAI…
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Zoom Recording ID: 84112854783 UUID: D0PzV+BaQtOeoHmk0Fog0w== Meeting Time: 2025-09-29 05:46:13pmGMT
Getting Started with Illinois Campus Cluster
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This session covers the fundamentals of distributed memory MPI programming using Python. You will learn how to program clusters, clouds, and supercomputers using basic…
CI Pathways Summer: Distributed Memory…
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This session delves deeper into using PySpark to effectively manage and analyze large datasets, providing a comprehensive understanding of big data concepts and…
CI Pathways Summer: Apache Spark II
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Fabric, Lightning's library for efficient multi-GPU training, enables practitioners to scale their AI/ML applications effectively. This session will explore…
CI Pathways Summer: Multi-GPU Training with…
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This session will introduce essential tools and techniques for manipulating very large datasets. It will explore common challenges and pitfalls encountered when…
CI Pathways Summer: Apache Spark I
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Convolutional neural networks (CNNs) are essential for processing signal data such as audio and images. In this session, we will delve into their core concepts, focusing…
CI Pathways Summer: Convolutional neural networks
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This session introduces the fundamentals of threaded, multi-core parallelism using OpenMP and the C programming language, accommodating those who are new to C. You will…
CI Pathways Summer: Shared Memory Parallelism…
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This session explores the motivation behind parallel programming and provides an overview of the relevant hardware, including a brief history of its development. You…
Introduction to Parallel Computing
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This session provides an introduction to two traditional data manipulation tools: Pandas, a powerful Python library for data analysis, and SQL, the standard language for…
CI Pathways Summer: Pandas and SQL
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PyTorch is widely recognized for its flexibility and ease of use, making it a top choice in both academic research and industry applications. In this session, we will…
CI Pathways: Introduction to PyTorch
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In this session, you will learn how to use NCSA's Delta supercomputer. It will cover Delta's advanced architecture designed to support a wide range of…
Introduction to Delta
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Zoom Recording ID: 82888368445 UUID: Bg2Dpv/ISte759rwh9QLRQ== Meeting Time: 2025-06-03 05:45:07pmGMT
Getting Started on the IL Campus Cluster
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This session will cover the fundamentals of distributed memory MPI programming using Python. Participants will learn how to program clusters, clouds, and supercomputers…
Distributed Memory Parallelism
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In this session, participants will delve deeper into PySpark to effectively manage and analyze large datasets, gaining a comprehensive understanding of big data concepts…
CI Pathways: Apache Spark II
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Accelerate, HuggingFace's library for efficient multi-GPU training enables practitioners to scale their AI/ML applications effectively. This course will explore…
CI Pathways: Multi-GPU Training with Accelerate
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This session covers the basics of parallel computing, starting by exploring its definition and importance, describing how it differs from serial computing, and its…
CI Pathways: Intro to Parallel Computing
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This session introduces the fundamentals of threaded, multi-core parallelism using OpenMP and the C programming language, accommodating those new to C. Participants will…
CI Pathways: Shared Memory Parallelism with OpenMP
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This session will introduce essential tools and techniques for manipulating very large datasets. It will explore common challenges and pitfalls encountered when…
CI Pathways: Data Science Apache Spark I
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