Courses Master Informatique & ENSICAEN

I give lectures in the Machine Learning course of the Computer Science Master of the Computer Science Department of the University of Caen and of the ENSICAEN.

To acesss to my courses materials consult the Moodle platform of the university at https://ecampus.unicaen.fr or of the ENSICAEN at http://foad.ensicaen.fr

Master Informatique & ENSICAEN

Machine Learning - Master Informatique 1 & ENSICAEN 2A

Méthodes et algorithmes pour l'apprentissage automatique

  • Apprentissage non-supervisé (CHA, k-moyennes, GMM, DBSCAN, clustering spectral)
  • Machines à support de Vecteurs, Noyaux
  • Réduction de dimension (ACP, LDA, MDS, ISOMAP, LLE, LE, KPCA, t-SNE)