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Applied Data Science

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 27.09.2024

Description

Description de la formation

With the explosion of data in science, economics, administration, medicine and many other fields, the importance and the demand for data science skills are increasing. It is the scientific methods and processes of extracting knowledge and insights from data. In light of this, the University of Bern offers a Certificate of Advanced Studies (CAS) program in Applied Data Science.

Objectives

At the end graduates will be:

  • familiar with different data sources and data types, and able to develop data management plans;
  • able to describe, extract and present scientific knowledge from data using statistical methods;
  • able to process data with machine learning tools and methods.
  • familiar with best practices for data management, analytics, and science;
  • able to analyse and communicate data science challenges and use a wide range of data science tools and methods;
  • able to perform deep learning for a wide range of tasks.

Plan de la formation

The CAS is structured in six modules:

  • Module 1: Data Acquisition and management
  • Module 2: Statistical inference for data science
  • Module 3: Data analysis and machine learning
  • Module 4: Ethics and best practices
  • Module 5: Peer Consulting and Selected Readings
  • Module 6: Deep Learning

Scope: 16 ECTS

Admission

Conditions d’admission

Target Groups

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

  • Suitable for application-oriented professionals who want to build their own applications with their own data
  • Relevant for data analysts who want to go beyond spread sheets towards large data sets and refine their skills
  • Applicable to consultants with a desire to know the possibilities offered by data science
  • Intended for researchers wanting to take data science expert roles within their teams

Coûts

CHF 9'600.- incl. full pension hotels (Module 3 and Module 6) 

Employees and students of the university of Bern: CHF 5'600.-

Diplôme

  • Certificate of Advanced Studies CAS

Certificate of Advanced Studies in Applied Data Science, University of Bern

Infos pratiques

Lieu / adresse

  • Berne (BE)

University of Bern; Mürren, Bernese Oberland (Module 6); Mediterranean coast (Module 3)

University of Bern
Mathematical Institute
Sidlerstrasse 5
3012 Bern

Déroulement temporel

Début des cours

August

Durée de la formation

1 year

Modalités temporelles

  • En emploi

Langue d’enseignement

  • anglais

Liens

Renseignements / contact

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

Universität Bern UNIBE

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

orientation.ch