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Kurzy pro ČR

Fundamentals of Deep Learning for Computer Vision (PTC course)

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Explore the fundamentals of deep learning by training neural networks and using results to improve performance and capabilities.

During this day, you’ll learn the basics of deep learning by training and deploying neural networks. You’ll learn how to:

Tutor: 
Georg Zitzlsberger (IT4Innovations)
Date: 
Tue, 06/11/2019 - 8:30am
Registration deadline: 
Tue, 07/02/2019 - 11:00pm
Venue: 
VŠB - Technical University Ostrava, IT4Innovations building, room 207
Level: 
beginner
Language: 
English

Parallel visualization of scientific data using Blender (interní kurz v češtině)

Nový termín pro účastníky z IT4Innovations a VŠB-TUO

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Blender imageThe course will focus on visualization of large datasets that can come from simulations of different physical phenomena (e.g. fluid dynamics, structural analysis, etc.). To create visually pleasing outputs of such data a path tracing rendering method will be used.

Tutor: 
Petr Strakoš, Milan Jaroš, Alena Ješko (IT4Innovations)
Date: 
Thu, 04/04/2019 - 9:30am to 4:30pm
Registration deadline: 
Thu, 03/28/2019 - 11:00pm
Venue: 
VŠB - Technical University Ostrava, budova IT4Innovations, místnost 207
Level: 
začátečník – středně pokročilý
Language: 
čeština

Data science with R and Python (PTC course)

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The R part of course (first day) will be focused on presenting the basics of data analysis in R and visualization of data. The course will cover the introduction to the R statistical language introducing the basic data types and workflow. Afterwards, packages from the “tidyverse” collection will be presented. These includes packages for the loading of data, preprocessing data, basic data exploration, and visualization.

Tutor: 
Tomáš Martinovič, Stanislav Böhm (IT4Innovations)
Date: 
Wed, 04/24/2019 - 9:30am to Thu, 04/25/2019 - 2:30pm
Registration deadline: 
Mon, 04/15/2019 - 11:00pm
Venue: 
VŠB - Technical University Ostrava, IT4Innovations building, room 207
Level: 
beginner-intermediate
Language: 
English

Parallel visualization of scientific data using Blender (PTC course)

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Blender imageThe course will focus on visualization of large datasets that can come from simulations of different physical phenomena (e.g. fluid dynamics, structural analysis, etc.). To create visually pleasing outputs of such data a path tracing rendering method will be used. Most of the course aspects will be covered within the popular 3D creation suite Blender.

Tutor: 
Petr Strakoš, Milan Jaroš, Alena Ješko (IT4Innovations)
Date: 
Tue, 03/26/2019 - 9:30am
Registration deadline: 
Sun, 03/17/2019 - 11:00pm
Venue: 
VŠB - Technical University Ostrava, IT4Innovations building, room 207
Level: 
beginner-intermediate
Language: 
English

Developing efficient HPC applications for the latest CPU architectures with C++ and Fortran (PTC course)

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The course is two-fold: It provides an update on the latest state of the art CPU architectures for HPC and connects them to modern programming in C++ and Fortran.

Tutor: 
Georg Zitzlsberger, Jakub Beránek, Radim Vavřík (IT4Innovations)
Date: 
Mon, 01/14/2019 - 9:30am to Tue, 01/15/2019 - 5:00pm
Registration deadline: 
Mon, 01/07/2019 - 11:00pm
Venue: 
VŠB - Technical University Ostrava, IT4Innovations building, room 207
Level: 
intermediate-advanced
Language: 
English

Advanced OpenMP Programming - Host Performance and Accelerator Offloading

Abstract

With the increasing prevalence of multicore processors, shared-memory programming models are essential. OpenMP is a popular, portable, widely supported and easy-to-use shared-memory model. Developers usually find OpenMP easy to learn. However, they are often disappointed with the performance and scalability of the resulting code. This disappointment stems not from shortcomings of OpenMP but rather with the lack of depth with which it is employed.

Tutor: 
Christian Terboven, Tim Cramer (RWTH Aachen University, Germany)
Date: 
Wed, 11/28/2018 - 9:30am to Thu, 11/29/2018 - 3:30pm
Registration deadline: 
Fri, 11/23/2018 - 11:45pm
Venue: 
VŠB - Technical University Ostrava, IT4Innovations building, room 207
Level: 
intermediate - advanced
Language: 
English

Productivity tools for High Performance Computing (PTC course)

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This HPC training continues to expand your skills and knowledge in using productivity tools and technologies, to be able to quickly build up an efficient HPC user environment, from scratch, without admin rights. We shall demonstrate tools and procedures tailored to the Salomon and Anselm clusters, however they are easily replicable on any HPC system.  The topics include:

Tutor: 
Branislav Jansík, David Hrbáč, Josef Hrabal, Lukáš Krupčík, Lubomír Prda, Roman Slíva (IT4Innovations)
Date: 
Wed, 10/24/2018 - 9:30am to Thu, 10/25/2018 - 4:30pm
Registration deadline: 
Mon, 10/15/2018 - 11:00pm
Venue: 
VŠB - Technical University Ostrava, IT4Innovations building, room 207
Level: 
intermediate-advanced
Language: 
English

PLASMA and MAGMA software libraries for numerical linear algebra

Abstract

PLASMA (Parallel Linear Algebra Software for Multicore Architectures) and MAGMA (Matrix Algebra on GPU and Multicore Architectures) are

Tutor: 
Piotr Luszczek (University of Tennessee, USA), Jakub Šístek (The University of Manchester, UK; Institute of Mathematics of the CAS, Czech Republic)
Date: 
Mon, 09/10/2018 - 9:30am to Tue, 09/11/2018 - 3:30pm
Registration deadline: 
Thu, 09/06/2018 - 11:45pm
Venue: 
VŠB - Technical University Ostrava, IT4Innovations building, room 207
Level: 
all levels
Language: 
English

HyperLoom: A Platform for Executing Scientific Pipelines in Distributed Environments

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Real-world applications often encompass end-to-end data processing pipelines composed of a large number (millions) of interconnected computational tasks of various granularity. We introduce HyperLoom as a platform for defining and executing such pipelines in distributed environments using a Python API.

Tutor: 
Vojtěch Cima, Stanislav Böhm (IT4Innovations)
Date: 
Mon, 06/04/2018 - 9:30am
Registration deadline: 
Fri, 06/01/2018 - 11:45pm
Venue: 
VŠB - Technical University Ostrava, IT4Innovations building, room 207
Level: 
beginners-intermediate
Language: 
English
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