Code
IGFE CSC 7015
Niveau
MSc
Graduate
PostGraduate
Domaine
Informatique
Programme
Master of Science
Langue
Anglais/English
Crédits ECTS
4
Heures programmées
26
Coordonnateur(s)
Département
- Réseaux et Services Multimédia Mobiles
Equipe pédagogique
Organisation
Cours/TD/TP/projet/examen :Contenu
- Introduction to deep learning
- Architecture and core components of NN
- NN optimization
- Hyperparameter selection
- Implement, train and validate their own NN
- Discussion and hands-on session on MNIST dataset
- Introduction to Transfer Learning
- Architecture of the Transformer
- Pre-training transformer-based models
- Implement and train transformer-based models
- Discussion and hands-on session on an NLP application
- Deep transfer learning
Evaluation
Practical session grading