IA for Industries: Advanced Class

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IA for Industries: Advanced Class

12 October 2021

Typology: High performance innovation

The course will go into detail on modern Artificial Intelligence (AI) techniques used in research and production, focusing both on the theory behind algorithms and on practical examples run on a supercomputer. The codes that will be written and executed during the course will cover both training and predictions using artificial neural networks on a large and small scale. Natural Language Processing and Computer Vision techniques will also be analyzed.

Prerequisites

  •     Skills in mathematics and linear algebra
  •     Knowledge of Python
  •     Ability to execute code on Linux machine
  •     Basic knowledge of Machine Learning (ML) and Neural Networks

Outgoing skills

  •     Knowledge of examples of machine learning and data management algorithms
  •     HPC benefit knowledge for ML and AI
  •     Knowledge related to training and hyperparameter
  •     Knowledge of the concept of fine-tuning and transfer-learning for adaptation to specific cases
  •     Knowledge of how to run AI on HPC
  •     Theoretical and practical knowledge of distributed training

    Details

    Date:
    12 October 2021
    Event Category:
    Website:
    https://learn.cineca.it/course/view.php?id=682

    Organisers

    Cineca
    Leonardo

    Venue

    SIIT Genova
    Via Greto di Cornigliano, 6r
    Genova, 16152 Italia
    + Google Map

    EuroCC Italy