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Quantitative Data Science Methods

University of Tübingen

24 months
Duration
3000 EUR/year
Free
Unknown
Tuition fee
Unknown
Apply date
Unknown
Start date

About

The international MSc Program “Quantitative Data Science Methods: Psychometrics, Econometrics, and Machine Learning” (QDS) at University of Tübingen is a unique research-oriented two-year study program designed for students interested in cutting-edge quantitative methods used in these three disciplines and in the flexible transfer of methodologies between them.

Overview

Statistical techniques used in the Social and Behavioral Sciences, Economics and Data Science are strongly connected and share an interdisciplinary basis. The collaboration between these disciplines is therefore very important in the context of methods development and application. In the MSc Program “Quantitative Data Science Methods: Psychometrics, Econometrics, and Machine Learning” (QDS) at University of Tübingen we train people who can develop and apply methods at this interdisciplinary intersection.

The core modules introduce quantitative methods in the fields of psychometrics, econometrics and machine learning, as well as providing students with interdisciplinary knowledge in statistics, study design and programming.

Elective modules (such as research-oriented project modules and an ethics module) allow for an individual research focus in an elected area.

Special features of the program are:

  • Individual research projects with possible integration in ongoing research at an early stage (3rd semester).
  • Opportunity to start the Master Thesis early (3rd semester).
  • Studies abroad (3rd semester).
  • All modules are taught in English.

Programme Structure

Core modules:
  • Psychometrics and Mathematical Psychology
  • Econometrics
  • Machine Learning
  • Data Ethics

Key information

Duration

  • Full-time
    • 24 months

Start dates & application deadlines

Credits

120 ECTS

Delivered

On Campus

Academic requirements

We are not aware of any academic requirements for this programme.

Other requirements

General requirements

  • Bachelor’s degree or equivalent in a field that includes a mathematical or statistical focus (mathematics, data/computer science, physics, economics, quantitative psychology and related fields) with an overall grade better than 2.5 (This refers to the German system where 1.0 is the highest. For queries concerning the equivalence of non-German qualifications please contact the program advisor.)
  • Applications must include evidence of proficiency in the following fields: one-and multi-dimensional calculus, linear algebra, and either statistics or probability theory.
  • Strong background in mathematics, statistics and probability theory
  • Basic/First knowledge in programming, algorithms, and data structure is required.
  • English language requirements

Tuition Fee

To alway see correct tuition fees
  • International

    3000 EUR/year
    Tuition Fee
    Based on the tuition of 1500 EUR per semester during 24 months.
  • EU/EEA

    Free
    Tuition Fee
    Based on the tuition of 0 EUR per semester during 24 months.

Living costs for Tübingen

630 - 1000 EUR /month
Living costs

The living costs include the total expenses per month, covering accommodation, public transportation, utilities (electricity, internet), books and groceries.

Funding

Studyportals Tip: Students can search online for independent or external scholarships that can help fund their studies. Check the scholarships to see whether you are eligible to apply. Many scholarships are either merit-based or needs-based.

Fresh content

Updated in the last 9 months

Check the official programme website for potential updates.

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Quantitative Data Science Methods
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