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Natural Language Processing

CAS

Universität Bern UNIBE

Kategorien
Ausbildungsort

Bern (BE)

Unterrichtssprache

Englisch

Ausbildungstyp

Universitäre Hochschulen UH - Weiterbildung: Lehrgänge

Zeitliche Beanspruchung

Berufsbegleitend

Ausbildungsthemen

Natur, Naturwissenschaften

Studienrichtungen

Mathematik

Swissdoc

7.160.5.0

Aktualisiert 15.12.2023

Beschreibung

Beschreibung des Angebots

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.

Aufbau der Ausbildung

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

Voraussetzungen

Zulassung

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.

Kosten

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

Abschluss

  • Certificate of Advanced Studies CAS

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

Praktische Hinweise

Ort / Adresse

  • Bern (BE)

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

University of Bern
Mathematical Institute
Sidlerstrasse 5
3012 Bern

Zeitlicher Ablauf

Beginn

August

Dauer

August - July

Zeitliche Beanspruchung

  • Berufsbegleitend

Unterrichtssprache

  • Englisch

Bemerkungen

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

Links

Auskünfte / Kontakt

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

berufsberatung.ch