Passer au titre

Recherche

Natural Language Processing

CAS

Universität Bern UNIBE

Catégories
Lieu de formation

Berne (BE)

Langue d'enseignement

anglais

Type de formation

Hautes écoles universitaires HEU - Formation continue: formations longues

Modalités temporelles

En emploi

Thèmes de formation

Nature, sciences naturelles

Filières d'études

Mathématiques

Swissdoc

7.160.5.0

Mise à jour 15.12.2023

Description

Description de la formation

Machine translation, information extraction, question answering and non-sense natural language generation performed by NLP algorithms are already part of everyday life. However, the new semantic understanding capabilities seen in recent trained transformer models like Chat-GPT and LaMDA not only expand the NLP application space enormously, but also represent possible first steps towards consciousness and mind outside human and animal nerve systems.

The program targets practitioners who aim for an overview of the NLP domain with focus on recent developments (deep learning models) and hands-on learning. Programming skills and some machine learning experiences are prerequisites.

Plan de la formation

The CAS is structured in six modules:

  • NLP Fundamentals
  • Preprocessing and basic analysis
  • Neural Networks (Camogli)
  • Transformers
  • Philosophical and ethical aspects of NLP
  • Frontier and applications (Mürren)

Scope: 16 ECTS

Admission

Conditions d’admission

University degree

Exceptions to the admission requirements can be approved by the program management «sur Dossier». For people without a university degree, they can impose additional requirements for admission to ensure that they can successfully complete the course.

Target groups

Aimed at students and professionals from the public and private sector that hold a degree from a university or a university of applied sciences (e.g. BSc, MSc, PhD).

Suitable and intended for practitioners and researchers: Gain an overview of the Natural Language Processing domain with a focus on recent developments (deep learning models) and hands-on learning.

Coûts

CHF 9'600.- (Full pension hotel accommodation is included in the CAS fee)
Employees and students of the university of Bern: CHF 5'600.-

Diplôme

  • Certificate of Advanced Studies CAS

Certificate of Advanced Studies in Natural Language Processing, University of Bern

Infos pratiques

Lieu / adresse

  • Berne (BE)

University of Bern; Mürren, Bernese Oberland (Module 6); Camogli, Liguria, Italy (Module 3)

University of Bern
Mathematical Institute
Sidlerstrasse 5
3012 Bern

Déroulement temporel

Début des cours

August

Durée de la formation

August - July

Modalités temporelles

  • En emploi

Langue d’enseignement

  • anglais

Remarques

Interested parties who only want to take part in individual modules can be admitted, provided that there are free course places.

Liens

Renseignements / contact

Sigve Haug, sigve.haug@math.unibe.ch, +41 31 631 82 46
Claire Dové, claire.dove@math.unibe.ch, +41 31 631 80 85

Universität Bern UNIBE

Zulassung, Immatrikulation und Beratung
Tel.: +41 31 684 39 11

orientation.ch