Studyportals
Master On Campus

Fundamental Principles of Data Science

University of Barcelona

12 months
Duration
82 EUR/credit 4920 EUR/year
47 EUR/credit 2820 EUR/year
Unknown
Tuition fee
Unknown
Apply date
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Start date

About

The master's degree in Fundamental Principles of Data Science from University of Barcelona aims to provide, through theoretical and practical training , the algorithmic and mathematical bases for correct modelling and analysis of data, and the professional competences to face data-based projects.

Overview

Overview

The master's degree in Fundamental Principles of Data Science from University of Barcelona's students will develop the ability to modify algorithms and create new ones, to adapt to the specific needs of a problem. Consequently, the course includes aspects that cover a wide area: computational algebra, optimisation or probabilistic programming, automatic learning techniques and deep learning, complex networks, recommendation systems, applications to natural language processing, time series, extraction of information in images, and support for infrastructures that process big data.

Learning objectivesThe Master's Degree in Fundamental Principles of Data Science aims to provide the tools, knowledge and competences required to work effectively as a data scientist. The course focuses on the competences required to understand, modify and create algorithms, analytical and exploratory methods and techniques; as well as leadership abilities and the development of effective data-based projects.

Programme Structure

Courses include:

  • Numerical Linear Algebra
  • Optimization
  • Bayesian Statistics and Probabilistic Programming
  • Machine Learning
  • Agile Data Learning
  • Presentation and Data Visualisation

Key information

Duration

  • Full-time
    • 12 months

Start dates & application deadlines

More details

A pre-enrolment fee of 30,21 euros is charged.

Language

English

Credits

60 ECTS

Delivered

On Campus

Academic requirements

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

English requirements

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

Other requirements

General requirements

  • An official Spanish university degree;
  • A university degree issued by a university regulated by the European Higher Education Area which would entitle the applicant to enrol on an equivalent master's degree course in any other EHEA-regulated institution;
  • A university degree issued by a university outside the EHEA framework, although in this case applicants must obtain either prior validation of their degree certificate, or the University of Barcelona's official, written recognition that their degree certificate adequately qualifies them for EHEA university master's degree studies.
  • B2 English Certificate

Tuition Fee

To alway see correct tuition fees
  • International

    4920 EUR/year
    Tuition Fee
    Based on the tuition of 82 EUR per credit during 12 months.
  • EU/EEA

    2820 EUR/year
    Tuition Fee
    Based on the tuition of 47 EUR per credit during 12 months.

Living costs for Barcelona

770 - 1360 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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Fundamental Principles of Data Science
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University of Barcelona

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