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Bootcamp of IID – Institute Intelligence and Data

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Institute Intelligence and Data

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Activités de formation

It is an artificial intelligence training that will allow interns and graduate students to start with common bases, as well as allowing them to meet experienced students.

The event is aimed at anyone wishing to expand his professional network and improve his practical skills.

In the program : 8 presentations that will cover different aspects of artificial intelligence professions : 

  • Introduction to deep learning and Pytorch
  • Introduction to Natural Language Processing (NLP)
  • Reproducibility in machine learning
  • Results management with MLFlow, Hydra and Poutyne
  • Tutorial for using Compute Canada
  • Computer Vision Tutorial
  • Tutorial for reinforcement learning
  • Promoting responsible and ethical AI

In addition, several partners such as Botpress (company specializing in conversational agents, or chatbots), the IA Club of Université Laval, Baseline (AI consulting company launched by students associated to the GRAIL Laboratory), ... will be present.

The event will be presented in virtual mode, on Zoom and GatherTown.

Activities

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Featured project

Radiotherapy treatments currently used in the clinical field are rarely modified. They generally consist of a global therapy of 50 grays, fractionated in five treatments of two grays every week for five weeks.
Thus, it could be worthwhile to develop a numeric tool, based on mathematical models found in the literature, in order to compare different types of treatment without having to test them on real tissues. Several parameters are known to alter the tissue response after irradiation including oxygen

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