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November 2024

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[VSC Training News] Python for HPC, 09+11+13 December 2024
by VSC Training Newsletter 28 Nov '24

28 Nov '24

Dear VSC users and friends, the year and also the training year 2024 is coming to an end, but in December we still do have 2 courses for you: -------------------------------------------------------------------------------- Python for HPC 09.+11.+13.12.2024, 09:00 - 16:30 https://events.vsc.ac.at/e/Python4HPC-2024-12 During the past ten years, Python has seen a meteoric rise in both popularity and demand not only in general purpose programming but also in scientific computing. Data science and machine learning further contributed to this trend. Despite Python's architectural shortcomings, even the field of High-Performance Computing (HPC), with its highly specific demands, profited from recent developments with various libraries and optimizations. This course shows the interested participant how to put Python to use on an HPC cluster as the VSC, how to optimize the code to increase performance, how to parallelize code for single and multi-node deployment as well as GPU offloading. Participants will be introduced to the most practical tools and various indispensable libraries for HPC use cases. After completion of this three-day course, participants are able to create the environment they need on an HPC cluster, optimize and parallelize their Python use-cases and submit their jobs for batch processing on a supercomputer. The content is delivered online over a three-day period with a day off after each course day. This should enable participants to have enough time to revisit the covered topics and come up with questions on the next course day. Registration deadline is Monday, 2 December 2024. -------------------------------------------------------------------------------- Introduction to Deep Learning 16.-17.12.2024, 09:00 - 16:30 https://events.vsc.ac.at/e/DL-2024-12 Deep Learning (DL) has enjoyed a surge in popularity during the last decade. This is mainly owed to the fact that DL is computationally quite expensive and needs vast amounts of data to train useful models. Both, computational resources and large datasets have become more readily available in recent years, leading to breakthroughs in DL applications. This course aims at interested participants from all domains, who have not yet jumped on the bandwagon of the DL trend. The course will cover the basic principles of fully connected neural networks, convolutional neural networks (CNNs) for computer vision, recurrent neural networks (RNNs) for text or speech recognition, transfer learning to leverage pre-trained models, and touch on large language models (LLMs) which have become all the rage in the past year. This course is fully booked, but you can still sign up for the waiting list. -------------------------------------------------------------------------------- We are currently setting up the course program for the first months of 2025, please stay tuned and find the up to date information about all VSC training events here: https://vsc.ac.at/training Best regards, VSC training team

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[VSC Training News] Upcoming VSC training events
by VSC Training Newsletter 06 Nov '24

06 Nov '24

Dear VSC users and friends, we would like to draw your attention to our upcoming VSC training events and highlight a few of them that will take place in the next two weeks: * Parallelization with MPI * Navigating the AI Journey - Taking the Plunge * Webinar: AI for Weather and Climate: How Machine Learning Boosts Forecasting * All other upcoming training events -------------------------------------------------------------------------------- Parallelization with MPI 18.-21.11.2024, 09:30 - 14:00 CET, TU Wien and online https://events.vsc.ac.at/e/MPI-2024-11 Parallel programming never gets out of style and a basic understanding of the Message Passing Interface (MPI) is essential for most users of HPC systems, especially for those who write or contribute to scientific software. We'll start from beginners level and hands-on labs will allow to immediately test and understand the basic MPI constructs, participants can choose between C, Fortran, and Python. Students (of TU Wien and of other Austrian universities via a co-registration) can earn ECTS for VSC-School I. Grab one of the last seats for in-person participation and there are enough places for online participation to accommodate everyone. Registration deadline is 11 November 2024. -------------------------------------------------------------------------------- Navigating the AI Journey - Taking the Plunge 11.11.2024, 09:30 - 12:30 CET, INiTS (for CEOs and CTOs) https://events.vsc.ac.at/e/AI_journey-2024-11 Want to turn your AI ideas into reality? Not sure where to start or how to scale? We're inviting founders and entrepreneurs to a dedicated workshop on 11 November where we'll share knowledge bits, best practices, and reports from the trenches to help you navigate the AI journey - from ideation to development, launch, and maintenance of a product. -------------------------------------------------------------------------------- Webinar: AI for Weather and Climate: How ML Boosts Forecasting 13.11.2024, 10:00 - 12:00 CET, online https://events.vsc.ac.at/e/ai-weather-climate You will hear from experts on the following topics: * the latest advancements and potential of Machine Learning for weather and climate * how VSC helped to accurately predict maritime wave height for better ship routing systems * the data-driven forecasting system AIFS from the European Centre for Medium-Range Weather Forecasts (ECMWF). -------------------------------------------------------------------------------- Introduction to Deep Learning 27.-28.11.2024, 09:00 - 16:30 https://events.vsc.ac.at/e/DL-2024-11 Fully booked, waiting list only, next run in December. Python for HPC 09.+11.+13.12.2024, 09:00 - 16:30 https://events.vsc.ac.at/e/Python4HPC-2024-12 Introduction to Deep Learning 16.-17.12.2024, 09:00 - 16:30 https://events.vsc.ac.at/e/DL-2024-12 Introduction to Working on the VSC Clusters 16.01.2025, 09:00 - 17:00 https://events.vsc.ac.at/e/VSC-Intro-2025-01 All VSC training events: https://vsc.ac.at/training -------------------------------------------------------------------------------- Best regards, VSC training team

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