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From Sandra Kappes
Accelerate, HuggingFace's library for efficient multi-GPU training enables practitioners to scale their AI/ML applications effectively. This course will explore… -
From Sandra Kappes
This session covers the basics of parallel computing, starting by exploring its definition and importance, describing how it differs from serial computing, and its… -
From Sandra Kappes
This session introduces the fundamentals of threaded, multi-core parallelism using OpenMP and the C programming language, accommodating those new to C. Participants will… -
From Sandra Kappes
This session will introduce essential tools and techniques for manipulating very large datasets. It will explore common challenges and pitfalls encountered when… -
From Sandra Kappes
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… -
From Sandra Kappes
This session is designed for novice researchers to provide a basic understanding of Machine Learning (ML), Artificial Intelligence (AI), and Data Science. Participants… -
From Sandra Kappes
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… -
From Sandra Kappes
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… -
From Sandra Kappes
This session introduces Jupyter, particularly the Jupyterlab and Jupyter Notebook interfaces. It discusses:the benefits that Jupyter can bring to research workflows how… -
From Sandra Kappes
This session explores the motivation behind parallel programming and provides an overview of the relevant hardware, including a brief history of its development. It… -
From Sandra Kappes
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… -
From Sandra Kappes
This session provides an overview of the essential components and practical applications of cyberinfrastructure, starting with an introduction to its definition and key… -
From Sandra Kappes
Zoom Recording ID: 88540289477 UUID: 0UgI38A5TS6fPe8Sds2/6w== Meeting Time: 2024-12-05 06:39:56pmGMT -
From Sandra Kappes
Zoom Recording ID: 86227067437 UUID: EdEZh1W+TpGFlgGaJdY7nw== Meeting Time: 2024-10-22 05:49:28pmGMT -
This workshop was recorded by Scot Breitenfeld (HDF), Gerd Heber (HDF), and Hariharan Devarajan (LLNL) on 3/12/2024.
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This session was recorded by Jeff Larkin (NVIDIA) on 2/13/2024.
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This session was recorded by Carl Edwards on 2/1/2024.
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This session was recorded by Minyang Tian on 1/18/2024.
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This session was presented on 11/30/2023 by Hyun Park.
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This session was recorded by Minyang Tian on 11/16/2023.
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This session was presented on 11/2/2023 by Greg Bauer, Brett Bode, and Minyang Tian.
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From Sandra Kappes
Zoom Recording ID: 89687257570 UUID: Zw4zK56ZQ3CM3ewuLZbKkg== Meeting Time: 2022-10-27 05:36:01pm -
From Sandra Kappes
Zoom Recording ID: 82845529829 UUID: iVi0gKHTRVa0twdAGnno+g== Meeting Time: 2021-12-01T18:48:39Z