APPLIED ARTIFICIAL INTELLIGENCE

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The MIAGE IA2 course trains computer scientists capable of implementing in a very concrete way the various techniques resulting from artificial intelligence (AI).
At the end of this training, they will be able to :

  • decide if a problem is related to an AI technique,
  • know the limits and constraints associated with each AI technique,
  • develop an AI application using existing libraries or cloud services.

Artificial intelligence and machine learning

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The IAAA course introduces the most recent advances in artificial intelligence and trains students to exploit the associated methods and techniques in innovative applications. The themes covered are machine learning, deep learning, automatic natural language processing, modelling and solving problems based on constraints, and knowledge representation and processing. These topics are particularly relevant to data science and fundamental computer science.

Technologies Health Database - Artificial Intelligence

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Data is everywhere, increasingly large and complex, coming from various sources such as computers, mobile devices, sensors and social networks. This data is creating new needs and emerging applications that require advanced techniques related to various domains such as Big data, semantic web, internet of things, analytics and data science etc.  It is about managing large, dynamic and varied data that can be linked by complex relationships. The classic functionalities of traditional enterprise information systems are inadequate and insufficient to meet these needs effectively.

Technologies Health Image and Artificial Intelligence

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This course aims to provide computer scientists with a specialisation in the field of digital imaging. Its particular interest is to deal with : - the design and implementation of image-based applications (production, analysis and transmission of images, virtual reality, 3D animation). - the development of solutions dealing separately or simultaneously with image analysis and synthesis, 3D reconstruction, animation, virtual reality, augmented reality, with the help of artificial intelligence tools.

Artificial Intelligence

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A natural evolution of the projects carried out in recent years by data science and big data, what is most often referred to as artificial intelligence goes further both in terms of technological requirements and in the broad spectrum of scientific fields concerned: robotics, human-machine interaction, language processing, etc.

Name Scope Level Domain Status Provider Access
Introduction to parallel programming with MPI and OpenMP training course, online Potential users, Beginner, Intermediate, Advanced Closed/ended in JSC Link
ACM Europe Summer School on HPC Computer Architectures for AI and Dedicated Applications Computer Sciences, Computer Engineering, Electrical Engineering, Telecommunications, Engineering Closed/ended in Barcelona Supercomputing Centre (BSC) Link
Introduction to LRZ HPC Systems with Focus on CFD Workflows Introduction to LRZ HPC Systems Potential users, Beginner Other Closed/ended in LRZ Link
Data Analytics, Big Data & AI Training Week Introduction to Data Analytics, Big Data & AI at LRZ Potential users, Beginner All domains / Not applicable Closed/ended in LRZ Link
Introduction to ANSYS CFX Introduction to ANSYS CFX Potential users, Beginner Other Closed/ended in LRZ Link
Building Transformer-Based Natural Language Processing Applications Building Transformer-Based Natural Language Processing Applications Intermediate, Advanced All domains / Not applicable Closed/ended in LRZ Link
Introduction to ANSYS Fluent Introduction to ANSYS Fluent Potential users, Beginner Other Closed/ended in LRZ Link
Shared memory parallelization with OpenMP Intermediate, Advanced Closed/ended in VSC Research Center, TU Wien
Parallelization with MPI Intermediate, Advanced Closed/ended in VSC Research Center, TU Wien
PATC: Heterogeneous Programming on GPUs with MPI & OmpSs The tutorial will motivate the audience on the need for portable, efficient programming models that put less pressure on program developers while still getting good performance for clusters and clusters with GPUs. Beginner Engineering Closed/ended in Barcelona Supercomputing Centre (BSC) Link