Enseignement - Master Informatique

UPMC - Master Informatique - DAC : DATA SCIENCE et Master Mathématiques et Applications, Parcours Apprentissage et Algorithmes, M2A

 !!! The Birth, Death and Resurrection of Neural Networks:  From Neural Networks to Deep learning

This is a short historical description of the evolution of the domain :)


Cours AMAL: Advanced MAchine Learning & Deep Learning

  • Transparents du cours 2020-2021

Deux livres de référence pour le cours:

  • Pattern recognition and Machine Learning, C. Bishop, Springer, 2006
  • Deep Learning, An MIT Press book, I. Goodfellow, Y. Bengio and A. Courville,

Version pdf accessible : http://www.deeplearningbook.org/

Textes d'examens

Cours RLADL : Reinforcement Learning and Advanced Deep Learning

Recherche d'information / information retrieval

Introduction to Deep Learning

In June 2018, with R. Cancelliere, I gave a Deep Learning course at Università di Torino (16 hours)