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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…
From Chris Keeley
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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
From Chris Keeley
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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…
From Sandra Kappes
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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…
From Sandra Kappes
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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
From Sandra Kappes
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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
From Sandra Kappes
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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
From Sandra Kappes
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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
From Sandra Kappes
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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
From Sandra Kappes
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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
From Sandra Kappes
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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
From Sandra Kappes
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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
From Sandra Kappes
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