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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
22 plays 0 -
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
From Sandra Kappes
15 plays 0 -
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
69 plays 0 -
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
From Sandra Kappes
17 plays 0 -
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
From Sandra Kappes
45 plays 0 -
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…
From Sandra Kappes
26 plays 0 -
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
From Sandra Kappes
37 plays 0 -
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
23 plays 0 -
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
From Sandra Kappes
77 plays 0 -
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
73 plays 0 -
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
23 plays 0 -
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
14 plays 0 -
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
From Sandra Kappes
11 plays 0 -
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
18 plays 0 -
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
13 plays 0 -
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
11 plays 0 -
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
14 plays 0 -
Convolutional neural networks (CNNs) are essential for processing signal data such as audio and images. In this session, we delve into their core concepts, focusing on…
CI Pathways: Convolutional Neural Networks
From Sandra Kappes
13 plays 0 -
This session is designed for novice researchers to provide a basic understanding of Machine Learning (ML), Artificial Intelligence (AI), and Data Science. Participants…
CI Pathways: Intro to ML/AI and Data Science
From Sandra Kappes
8 plays 0 -
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
From Sandra Kappes
61 plays 0 -
This session covers traditional tools used for data manipulation, with a focus on Pandas, a widely-used Python library, and SQL, a common relational database management…
CI Pathways: SQL and Pandas
From Sandra Kappes
22 plays 0 -
This session introduces Jupyter, particularly the Jupyterlab and Jupyter Notebook interfaces. It discusses:the benefits that Jupyter can bring to research workflows how…
CI Pathways: Interactive Jupyter Notebooks
From Sandra Kappes
33 plays 0 -
This session explores the motivation behind parallel programming and provides an overview of the relevant hardware, including a brief history of its development. It…
CI Pathways: Introduction to Parallel Computing
From Sandra Kappes
22 plays 0 -
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…
Using NCSA's Delta Cluster
From Sandra Kappes
56 plays 0 -
This session provides an overview of the essential components and practical applications of cyberinfrastructure, starting with an introduction to its definition and key…
CI Awareness
From Sandra Kappes
17 plays 0 -
This is a recording of the CI Pathways Onboarding session held on March 13, 2025.
CI Pathways Onboarding Session
From Sandra Kappes
41 plays
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