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Applied Data Science

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

In most disciplines, the amount of available data is growing rapidly. Handling and processing the data remains a challenge and the demand for data science expertise is increasing dramatically across all domains. This CAS offers internal and external students, researchers, and employees the opportunity to complement their domain-specific core competences with a formal deepening and broadening of their applied data science knowledge and skills. The format is designed to align with the participants’ main study and professional activities.

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.

Aufbau der Ausbildung

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

Voraussetzungen

Zulassung

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 management wanting to know what data scientists are accomplishing in their fields
  • 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

Kosten

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

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

Abschluss

  • Certificate of Advanced Studies CAS

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

Praktische Hinweise

Ort / Adresse

  • Bern (BE)

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

University of Bern
Mathematical Institute
Sidlerstrasse 5
3012 Bern

Zeitlicher Ablauf

Beginn

August

Dauer

1 year

Zeitliche Beanspruchung

  • Berufsbegleitend

Unterrichtssprache

  • Englisch

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