Data analytics in the era of large-scale machine learning

Course/Event Essentials

Event/Course Start
Event/Course End
Event/Course Format
Mixed
Live (synchronous)

Venue Information

Country: Cyprus
Venue Details: Click here

Training Content and Scope

Scientific Domain
Level of Instruction
Intermediate
Sector of the Target Audience
Research and Academia
Industry
Public Sector
HPC Profile of Target Audience
Application Users
Application Developers
Data Scientists
Language of Instruction
Event/Course Description

This event is part of the EuroCC2 project and the National Competence Center activities, in collaboration with the Greek National Competence Center.

 

Our first EuroCC2 project training event titled "Data analytics in the era of large-scale machine learning", in collaboration with the Greek NCC, will take place 23 - 24 May 2023 and will include the following topics:

  • Large-scale generative models for language and vision (including LLMs): How they work – and what we still do not know about them
  • PyTorch Neural Networks: Running on CPUs and GPUs
  • Streamlined Data Analysis with NBML: Harnessing AI Algorithms for Predictive Modelling
  • Efficient Data Cleaning and Preprocessing Techniques for Robust Machine Learning
  • GPU CUDA Programming

The event will also feature a research seminar titled “Tensorization and uncertainty quantification in machine learning” by Dr Yinchong Yang, Siemens AG.