This Bootcamp will be offered again on April 7-8, 2022: 2022/BC-AI-NV2.
During this two-day online Bootcamp, participants will learn how to apply AI tools, techniques and algorithms to real-life problems. You will study the core concepts of Deep Neural Networks, how to build Deep Learning models as well as how to measure and improve the accuracy of your models. You will also learn essential data pre-processing techniques to ensure a robust Machine Learning pipeline. This online Bootcamp is a hands-on learning experience where you will be guided through step-by-step instructions with teaching assistants on hand to help throughout.
The Bootcamp is co-organised by HLRS, JSC, LRZ, OpenACC.org and NVIDIA for EuroCC@GCS, the German National Competence Centre for High-Performance Computing.
Online course Organizer: HLRS, University of Stuttgart, Germany
Feb 01, 2022 09:00
Feb 02, 2022 12:30
Online
English
Intermediate
Data in HPC / Deep Learning / Machine Learning
Artificial Intelligence
Big Data
Deep Learning
Machine Learning
Scientific Machine Learning
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Basic experience with Python. No GPU programming or AI knowledge is required.
Learn more about course curricula and content levels.
Main lecturer: Dr. Gunter Roth (NVIDIA)
PD Dr. Juan Durillo Barrionuevo, Dr. Elham Shojaei, Maja Piskac (LRZ)
Dr. Tobias Haas, Dr. Khatuna Kakhiani, Dr. Lorenzo Zanon (HLRS)
Dr. Alexandre Strube, Jan Ebert (JSC)
CEST time:
Day 1: 1 Februray 2022 - Introduction
Day 2: 2 February 2022 - Advanced
Attendees will be given access to a GPU cluster for the duration of the Bootcamp.
The code is publicly available on github (climate and CFD).
The course is open and free of charge for participants from academia and industry.
Please register at OpenACC-Standard.org via the button at the top of this page with your institutional e-mail address to prove your affiliation.
The final participants will be selected and informed after the registration deadline has passed.
This course is offered in cooperation by HLRS, JSC, LRZ, OpenACC.org and NVIDIA. Registration is done via www.gpuhackathons.org hosted by OpenACC-Standard.org. Your registration data will be transferred to these partners. For legal notes see the Privacy Policy.
for registration is January 19, 2022 at 23:55.
This event is free of charge.
Tobias Haas, phone 0711 685 87223, tobias.haas(at)hlrs.de Khatuna Kakhiani, phone 0711 685 65796, kakhiani(at)hlrs.de Lorenzo Zanon, phone 0711 685 63824, zanon(at)hlrs.de
HLRS is part of the Gauss Centre for Supercomputing (GCS), which is one of the six PRACE Advanced Training Centres (PATCs) that started in Feb. 2012.
This course is not part of the PATC curriculum and is not sponsored by the PATC program.
HLRS is also member of the Baden-Württemberg initiative bwHPC.
This course has been developed together with EuroCC. EuroCC@GCS is the German National Competence Centre (NCC) for High-Performance Computing.
http://www.hlrs.de/training/2022/BC-AI-NV and course websites at LRZ and at JSC.
http://www.hlrs.de/training/ and http://www.hlrs.de/training/overview/
March 10 - 12, 2025
