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Matrix Computations and Applications 7.5 credits

About the course

The course provides knowledge and understanding of matrix computations in various applications. For this, deeper knowledge of theory, methods, algorithms and software is required for different classes of numerical linear algebra problems. Among other things, the course discusses projections, fundamental subspaces, transformations, orthogonality and angles, rank, matrix factors (eg LU, QR, SVD), condition numbers (ill-posed or well-posed problems), direct and iterative methods to solve linear systems of equations (e.g. Gauss-Seidel, SOR, Krylov subspace methods, pre-conditioning) and eigenvalue problems (canonical forms, methods for calculating all and/or a few number of eigenvalues ​​and associated eigenvectors). Furthermore, the course deals with how this knowledge and skills are used in a number of applications within, e.g., information retrieval on the internet, computer graphics, simulation, signal processing and engineering applications. Practice and in-depth understanding are acquired through computer labs.

The course is split into two parts:

Part 1, theory, 4.5 ECTS
This part introduces theory, methods, and algorithms.

Part 2, practice, 3.0 ECTS
In this part, numerical software is developed and used to solve problems in practical applications.

Apply

  • Autumn 2025

    • Matrix Computations and Applications

      Autumn 2025 / Umeå / English / On site

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      Starts

      1 September 2025

      Ends

      2 November 2025

      Number of credits

      7.5 credits

      Type of studies

      On site

      Study pace

      50%

      Teaching hours

      Daytime

      Study location

      Umeå

      Language

      English

      Application code

      UMU-57001


      Eligibility At least 90 ECTS, including 60 ECTS Computing Science, or 120 ECTS within a study programme. At least 7.5 ECTS programming; 7.5 ECTS linear algebra; 15 ECTS differential and integral calculus; and 4.5 ECTS numerical analysis. Proficiency in English equivalent to the level required for basic eligibility for higher studies.
      Selection

      Academic credits

      Application

      Application deadline was 15 April 2025. Submit a late application at Universityadmissions.se.


      Application and tuition fees

      As a citizen of a country outside the European Union (EU), the European Economic Area (EEA) or Switzerland, you are required to pay application and tuition fees for studies at Umeå University.

      Application fee: SEK 900

      Tuition fee, first instalment: SEK 19,038

      Total fee: SEK 19,038

      Details about tuition, fees and funding

       

How to apply

Apply online via universityadmissions.se  
You apply to our programmes and courses via universityadmissions.se – the official website for higher education applications in Sweden. There, you can track your application, check that your documents have been registered, and log in to find our your admission results. 
  
Late applications 
Admissions to most programmes and courses typically close after the final application deadline. However, some programmes and courses may still accept late applications if seats are available. These are marked “Open for late application” on universityadmissions.se. Please note that late applications are not guaranteed to be reviewed. 
 
More about application and admission 

Explore your future at Umeå University

Join a vibrant academic community where high-quality education meets groundbreaking research in science, technology, humanities, and the arts. At Umeå University, you will learn from passionate, expert teachers and benefit from a close connection between research, education, collaboration, and innovation.

Questions about the course?

Please be aware that the University is a public authority and that what you write here can be included in an official document. Therefore, be careful if you are writing about sensitive or personal matters in this contact form. If you have such an enquiry, please call us instead. All data will be treated in accordance with the General Data Protection Regulation.

Please be aware that the University is a public authority and that what you write here can be included in an official document. Therefore, be careful if you are writing about sensitive or personal matters in this contact form. If you have such an enquiry, please call us instead. All data will be treated in accordance with the General Data Protection Regulation.


Course is given by
Computing Science
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