--- title: Training url: 'https://www.cyfronet.pl/en/training' markdown: 'https://www.cyfronet.pl/en/training.md' lang: en date: '2026-10-09' description: 'Training organized by Cyfronet The ACC Cyfronet AGH team has vast experience in organizing and conducting specialized training courses and workshops related to High-Performance Computing (HPC). Key training areas include: Effective use of HPC resources, HPC application programming, Artificial…' --- [ Homepage ](https://www.cyfronet.pl/en) Training # Training ## Table of content - [Training organized by Cyfronet](#training-organized-by-cyfronet) - [Training organized by Cyfronet's partners](#training-organized-by-cyfronet-s-partners) - [The list of training](#the-list-of-training) ## Training organized by Cyfronet **The ACC Cyfronet AGH team has vast experience in organizing and conducting specialized training courses and workshops related to High-Performance Computing (HPC).** Key training areas include: - Effective use of HPC resources, - HPC application programming, - Artificial Intelligence and Machine Learning, - Analysis of large data sets, - Specialized domain-specific training. Contact us regarding the organization of training in Cyfronet: *training (at) cyfronet.pl* Get familiar with the [Training offer in ACC Cyfronet AGH](https://www.cyfronet.pl/en/offer/consultations#training). ## Training organized by Cyfronet's partners Thanks to Poland's participation in European-wide initiatives, Polish researchers from the science, economy, and public administration sectors can participate free of charge in workshops and training sessions held by many other institutions, including those abroad. Some of these are conducted remotely. **We cordially invite you to familiarize yourself with the wide range of training organized by partners of the [National Center for Computational Competence](https://cc.eurohpc.pl/)** and European institutions associated in the EuroCC initiative: Get familiar with the [Offer of training organized in Poland](https://cc.eurohpc.pl/index.php/szkolenia-w-polsce/) Get familiar with the [Offer of training organized by foreign units](https://cc.eurohpc.pl/index.php/szkolenia-za-granica/) Additionally, we encourage you to check out the training offer of: - [LUMI](https://lumi-supercomputer.eu/events/) - [LUMI AI Factory](https://lumi-ai-factory.eu/trainings/) - [EPICURE project](https://epicure-hpc.eu/events/) --- ## The list of training - [All](https://www.cyfronet.pl/en/training?state=) - [Completed](https://www.cyfronet.pl/en/training?state=completed) - [Ongoing](https://www.cyfronet.pl/en/training?state=ongoing) - [Incoming](https://www.cyfronet.pl/en/training?state=incoming) - ![](https://www.cyfronet.pl/user/pages/10.training/35.hpc-ai-toolkit-for-cyfronets-users-11-2026/jah_toolkit_en.jpg) Incoming November 9, 2026 ### HPC+AI Toolkit for Cyfronet users The training focuses on most common tools used in HPC and our AI platform called PLGrid Forge. [HPC+AI Toolkit for Cyfronet users](https://www.cyfronet.pl/en/training/hpc-ai-toolkit-for-cyfronets-users-11-2026) - ![](https://www.cyfronet.pl/user/pages/10.training/34.different-workloads-on-hpc-11-2026/jah_workloads_en.jpg) Incoming November 6, 2026 ### Different Workloads on HPC The training focuses on different ways to allocate resources on supercomputers and parallelisation schemes used to speed up calculations. [Different Workloads on HPC](https://www.cyfronet.pl/en/training/different-workloads-on-hpc-11-2026) - ![](https://www.cyfronet.pl/user/pages/10.training/33.scalability-smart-use-of-hpc-resources-11-2026/jah_scalability_en.jpg) Incoming November 4, 2026 ### Scalability - Smart Use of HPC Resources The training focuses on running and analyzing the scalability tests. [Scalability - Smart Use of HPC Resources](https://www.cyfronet.pl/en/training/scalability-smart-use-of-hpc-resources-11-2026) - ![](https://www.cyfronet.pl/user/pages/10.training/32.running-calculations-the-hpc-way-11-2026/jah_calculations_en.jpg) Incoming November 2, 2026 ### Running Calculations the HPC way The training focuses on running and monitoring jobs on the supercomputers. [Running Calculations the HPC way](https://www.cyfronet.pl/en/training/running-calculations-the-hpc-way-11-2026) - ![](https://www.cyfronet.pl/user/pages/10.training/31.bash-in-hpc-10-2026/jah_bash_en.jpg) Incoming October 16, 2026 ### Bash in HPC The training covers the basic use case for a supercomputer. [Bash in HPC](https://www.cyfronet.pl/en/training/bash-in-hpc-10-2026) - ![](https://www.cyfronet.pl/user/pages/10.training/30.absolute-basics-of-linux-10-2026/jah_linux_en.jpg) Incoming October 14, 2026 ### Absolute Basics of Linux The training introduces Linux command line interface with zero prior knowledge. [Absolute Basics of Linux](https://www.cyfronet.pl/en/training/absolute-basics-of-linux-10-2026) - ![](https://www.cyfronet.pl/user/pages/10.training/29.epicure-hackaton/hackaton_epicure.jpg) Completed October 10, 2026 ### EPICURE Hackathon: Code Optimisation for HPC and AI Workloads The intensive, three-day event brings together developers, researchers, and HPC and AI users to focus on code optimisation, performance profiling, and application scaling on modern CPU and GPU architectures. [EPICURE Hackathon: Code Optimisation for HPC and AI Workloads](https://www.cyfronet.pl/en/training/epicure-hackaton) - ![](https://www.cyfronet.pl/user/pages/10.training/21.european-ai-hackaton/AI_hackaton.jpg) Ongoing October 6, 2026 ### European AI Hackaton A hybrid, hands-on event where teams from across Europe develop and scale AI projects. [European AI Hackaton](https://www.cyfronet.pl/en/training/european-ai-hackaton) - ![](https://www.cyfronet.pl/user/pages/10.training/28.multi-gpu-programming-bootcamp/bootcamp2.jpg) Completed September 29, 2026 ### Multi-GPU Programming Bootcamp Join and develop practical skills in GPU programming and application optimization for HPC environments. [Multi-GPU Programming Bootcamp](https://www.cyfronet.pl/en/training/multi-gpu-programming-bootcamp) - ![](https://www.cyfronet.pl/user/pages/10.training/27.n-ways-to-gpu-programming-bootcamp/bootcamp1.jpg) Incoming September 14, 2026 ### N-Ways to GPU Programming Bootcamp Join and develop practical skills in GPU programming and application optimization for HPC environments. [N-Ways to GPU Programming Bootcamp](https://www.cyfronet.pl/en/training/n-ways-to-gpu-programming-bootcamp) - ![](https://www.cyfronet.pl/user/pages/10.training/26.different-workloads-on-hpc-28-08-2026/nowe_szkolenie_workloads_en.jpg) Completed August 28, 2026 ### Different Workloads on HPC The training focuses on different ways to allocate resources on supercomputers and parallelisation schemes used to speed up calculations. [Different Workloads on HPC](https://www.cyfronet.pl/en/training/different-workloads-on-hpc-28-08-2026) - ![](https://www.cyfronet.pl/user/pages/10.training/25.scalability-smart-use-of-hpc-resources-26-08-2026/nowe_szkolenie_scalability_en.jpg) Completed August 26, 2026 ### Scalability - Smart Use of HPC Resources The training focuses on analyzing the scalability tests. [Scalability - Smart Use of HPC Resources](https://www.cyfronet.pl/en/training/scalability-smart-use-of-hpc-resources-26-08-2026) - ![](https://www.cyfronet.pl/user/pages/10.training/24.running-calculations-the-hpc-way-24-28-2026/nowe_szkolenie_hpc_en.jpg) Completed August 24, 2026 ### Running Calculations the HPC Way Running and monitoring jobs on the supercomputers. [Running Calculations the HPC Way](https://www.cyfronet.pl/en/training/running-calculations-the-hpc-way-24-28-2026) - ![](https://www.cyfronet.pl/user/pages/10.training/23.first-time-on-a-supercomputer-05-08-2026/nowe_szkolenie_superkomputer_en.jpg) Completed August 5, 2026 ### First Time on a Supercomputer The training covers the basic use case for a supercomputer. [First Time on a Supercomputer](https://www.cyfronet.pl/en/training/first-time-on-a-supercomputer-05-08-2026) - ![](https://www.cyfronet.pl/user/pages/10.training/22.absolute-basics-of-linux-04-08-2026/nowe_szkolenie_linux_en.jpg) Completed August 4, 2026 ### Absolute Basics of Linux The training introduces Linux command line interface with zero prior knowledge. [Absolute Basics of Linux](https://www.cyfronet.pl/en/training/absolute-basics-of-linux-04-08-2026) - ![](https://www.cyfronet.pl/user/pages/10.training/18.european-ai-bootcamp-2026/szkolenie_EAIB_en.jpg) Completed July 20, 2026 ### European Agentic AI Bootcamp Cyfronet and Gaia AI Factory co-organise an European-wide bootcamp. [European Agentic AI Bootcamp](https://www.cyfronet.pl/en/training/european-ai-bootcamp-2026) - ![](https://www.cyfronet.pl/user/pages/10.training/20.hpda-python-07-26/szkolenie_python_intro_en.jpg) Completed July 8, 2026 ### High-Performance Data Analytics with Python Using Python in data analysis. [High-Performance Data Analytics with Python](https://www.cyfronet.pl/en/training/hpda-python-07-26) - ![](https://www.cyfronet.pl/user/pages/10.training/19.private-data-inference-on-plgrid-infrastructure-06-2026/interference.jpg) Completed June 30, 2026 ### Private Data Inference on PLGrid Infrastructure A practical introduction to using LLM models with private data. [Private Data Inference on PLGrid Infrastructure](https://www.cyfronet.pl/en/training/private-data-inference-on-plgrid-infrastructure-06-2026) - ![](https://www.cyfronet.pl/user/pages/10.training/13.hpda-python-06-26/szkolenie_python_intro_en.jpg) Completed June 15, 2026 ### High-Performance Data Analytics with Python Using Python in data analytics. [High-Performance Data Analytics with Python](https://www.cyfronet.pl/en/training/hpda-python-06-26) - ![](https://www.cyfronet.pl/user/themes/cyf-grav/images/default-event.png) Completed June 3, 2026 ### Running Calculations the HPC way Running and monitoring jobs on the supercomputers [Running Calculations the HPC way](https://www.cyfronet.pl/en/training/hpc-way-06-26) - ![](https://www.cyfronet.pl/user/themes/cyf-grav/images/default-event.png) Completed May 29, 2026 ### First Time on a Supercomputer The basic use case for a supercomputer [First Time on a Supercomputer](https://www.cyfronet.pl/en/training/first-time-05-26) - ![](https://www.cyfronet.pl/user/themes/cyf-grav/images/default-event.png) Completed April 13, 2026 ### Training events during the HPC Users' Conference 2026 Training included in the programme of our flagship event. [Training events during the HPC Users' Conference 2026](https://www.cyfronet.pl/en/training/kukdm-2026) - ![](https://www.cyfronet.pl/user/themes/cyf-grav/images/default-event.png) Completed March 27, 2026 ### Introduction to GPU computing with PyTorch Accelerate your Python numerical computations using graphics processing units (GPGPUs). [Introduction to GPU computing with PyTorch](https://www.cyfronet.pl/en/training/gpu-pytorch-03-26) - ![](https://www.cyfronet.pl/user/themes/cyf-grav/images/default-event.png) Completed March 6, 2026 ### Scalability - smart use of HPC resources The training focuses on analyzing the scalability tests. [Scalability - smart use of HPC resources](https://www.cyfronet.pl/en/training/scalability-smart-use-of-hpc-resources-06-03) - ![](https://www.cyfronet.pl/user/themes/cyf-grav/images/default-event.png) Completed March 5, 2026 ### Different workloads on HPC The training focuses on different ways to allocate resources on supercomputers and parallelisation schemes used to speed up calculations [Different workloads on HPC](https://www.cyfronet.pl/en/training/different-workloads-on-hpc-05-03) - ![](https://www.cyfronet.pl/user/themes/cyf-grav/images/default-event.png) Completed March 2, 2026 ### Running Calculations the HPC way The training focuses on running and monitoring jobs on the supercomputers. [Running Calculations the HPC way](https://www.cyfronet.pl/en/training/running-calculations-the-hpc-way-02-03) - ![](https://www.cyfronet.pl/user/themes/cyf-grav/images/default-event.png) Completed February 25, 2026 ### First Time on a Supercomputer The training covers the basic use case for a supercomputer. [First Time on a Supercomputer](https://www.cyfronet.pl/en/training/first-time-on-a-supercomputer) - ![](https://www.cyfronet.pl/user/themes/cyf-grav/images/default-event.png) Completed February 24, 2026 ### Absolute Basics of Linux The training introduces Linux command line interface with zero prior knowledge. [Absolute Basics of Linux](https://www.cyfronet.pl/en/training/absolute-basics-of-linux-24-02) - ![](https://www.cyfronet.pl/user/themes/cyf-grav/images/default-event.png) Completed October 31, 2025 ### Scalability - smart use of HPC resources The training focuses on analyzing the scalability tests. [Scalability - smart use of HPC resources](https://www.cyfronet.pl/en/training/scalability-smart-use-of-hpc-resources) - ![](https://www.cyfronet.pl/user/themes/cyf-grav/images/default-event.png) Completed October 29, 2025 ### Usage specific ways to access Cyfronet's Resources The training focuses on accessing resources available at ACC Cyfronet AGH. [Usage specific ways to access Cyfronet's Resources](https://www.cyfronet.pl/en/training/usage-specific-ways-to-access-cyfronets-resources) - ![](https://www.cyfronet.pl/user/themes/cyf-grav/images/default-event.png) Completed October 29, 2025 ### Running Calculations the HPC way The training focuses on running and monitoring jobs on the supercomputers. [Running Calculations the HPC way](https://www.cyfronet.pl/en/training/running-calculations-the-hpc-way) - ![](https://www.cyfronet.pl/user/themes/cyf-grav/images/default-event.png) Completed October 27, 2025 ### Absolute Basics of Linux The training introduces Linux command line interface with zero prior knowledge. [Absolute Basics of Linux](https://www.cyfronet.pl/en/training/absolute-basics-of-linux) - ![](https://www.cyfronet.pl/user/pages/10.training/12.euroCC2_multi-GPU_programming_bootcamp/EuroCC2_Multi-GPU_Programming_Bootcamp_June_2025_a.jpg) Completed June 17, 2025 ### EuroCC2 Multi-GPU Programming Bootcamp Find out more about the training. [EuroCC2 Multi-GPU Programming Bootcamp](https://www.cyfronet.pl/en/training/eurocc2_multi-gpu_programming_bootcamp) --- ## Navigation - Previous: [Events](https://www.cyfronet.pl/en/events.md) - Next: [Contact](https://www.cyfronet.pl/en/contact.md) - Children: - [Absolute Basics of Linux](https://www.cyfronet.pl/en/training/absolute-basics-of-linux.md) - [First Time on a Supercomputer](https://www.cyfronet.pl/en/training/first-time-on-a-supercomputer.md) - [Running Calculations the HPC way](https://www.cyfronet.pl/en/training/running-calculations-the-hpc-way.md) - [Usage specific ways to access Cyfronet's Resources](https://www.cyfronet.pl/en/training/usage-specific-ways-to-access-cyfronets-resources.md) - [Scalability - smart use of HPC resources](https://www.cyfronet.pl/en/training/scalability-smart-use-of-hpc-resources.md) - [Absolute Basics of Linux](https://www.cyfronet.pl/en/training/absolute-basics-of-linux-24-02.md) - [Different workloads on HPC](https://www.cyfronet.pl/en/training/different-workloads-on-hpc-05-03.md) - [Running Calculations the HPC way](https://www.cyfronet.pl/en/training/running-calculations-the-hpc-way-02-03.md) - [Scalability - smart use of HPC resources](https://www.cyfronet.pl/en/training/scalability-smart-use-of-hpc-resources-06-03.md) - [EuroCC2 Multi-GPU Programming Bootcamp](https://www.cyfronet.pl/en/training/eurocc2_multi-gpu_programming_bootcamp.md) - [High-Performance Data Analytics with Python](https://www.cyfronet.pl/en/training/hpda-python-06-26.md) - [Running Calculations the HPC way](https://www.cyfronet.pl/en/training/hpc-way-06-26.md) - [First Time on a Supercomputer](https://www.cyfronet.pl/en/training/first-time-05-26.md) - [Introduction to GPU computing with PyTorch](https://www.cyfronet.pl/en/training/gpu-pytorch-03-26.md) - [Training events during the HPC Users' Conference 2026](https://www.cyfronet.pl/en/training/kukdm-2026.md) - [European Agentic AI Bootcamp](https://www.cyfronet.pl/en/training/european-ai-bootcamp-2026.md) - [Private Data Inference on PLGrid Infrastructure](https://www.cyfronet.pl/en/training/private-data-inference-on-plgrid-infrastructure-06-2026.md) - [High-Performance Data Analytics with Python](https://www.cyfronet.pl/en/training/hpda-python-07-26.md) - [European AI Hackaton](https://www.cyfronet.pl/en/training/european-ai-hackaton.md) - [Absolute Basics of Linux](https://www.cyfronet.pl/en/training/absolute-basics-of-linux-04-08-2026.md) - [First Time on a Supercomputer](https://www.cyfronet.pl/en/training/first-time-on-a-supercomputer-05-08-2026.md) - [Running Calculations the HPC Way](https://www.cyfronet.pl/en/training/running-calculations-the-hpc-way-24-28-2026.md) - [Scalability - Smart Use of HPC Resources](https://www.cyfronet.pl/en/training/scalability-smart-use-of-hpc-resources-26-08-2026.md) - [Different Workloads on HPC](https://www.cyfronet.pl/en/training/different-workloads-on-hpc-28-08-2026.md) - [N-Ways to GPU Programming Bootcamp](https://www.cyfronet.pl/en/training/n-ways-to-gpu-programming-bootcamp.md) - [Multi-GPU Programming Bootcamp](https://www.cyfronet.pl/en/training/multi-gpu-programming-bootcamp.md) - [EPICURE Hackathon: Code Optimisation for HPC and AI Workloads](https://www.cyfronet.pl/en/training/epicure-hackaton.md) - [Absolute Basics of Linux](https://www.cyfronet.pl/en/training/absolute-basics-of-linux-10-2026.md) - [Bash in HPC](https://www.cyfronet.pl/en/training/bash-in-hpc-10-2026.md) - [Running Calculations the HPC way](https://www.cyfronet.pl/en/training/running-calculations-the-hpc-way-11-2026.md) - [Scalability - Smart Use of HPC Resources](https://www.cyfronet.pl/en/training/scalability-smart-use-of-hpc-resources-11-2026.md) - [Different Workloads on HPC](https://www.cyfronet.pl/en/training/different-workloads-on-hpc-11-2026.md) - [HPC+AI Toolkit for Cyfronet users](https://www.cyfronet.pl/en/training/hpc-ai-toolkit-for-cyfronets-users-11-2026.md)