Please note! Course description is confirmed for two academic years (1.8.2018-31.7.2020), which means that in general, e.g. Learning outcomes, assessment methods and key content stays unchanged. However, via course syllabus, it is possible to specify or change the course execution in each realization of the course, such as how the contact sessions are organized, assessment methods weighted or materials used.


After passing the course the student has obtained an understanding of the basic concepts of linear algebra. He/she has theoretical understanding of linear systems, least squares problems and eigenvalue problems.

Credits: 5

Schedule: 19.04.2021 - 04.06.2021

Teacher in charge (valid 01.08.2020-31.07.2022): Antti Hannukainen

Teacher in charge (applies in this implementation):

Contact information for the course (applies in this implementation):

CEFR level (applies in this implementation):

Language of instruction and studies (valid 01.08.2020-31.07.2022):

Teaching language: English

Languages of study attainment: English


  • Valid 01.08.2020-31.07.2022:

    Basic theoretical concepts in linear algebra. Linear systems, least squares problems and eigenvalue problems.

Assessment Methods and Criteria
  • Valid 01.08.2020-31.07.2022:

    Lectures, exercises, exam.

  • Valid 01.08.2020-31.07.2022:

    24+24 (4+4)


Study Material
  • Valid 01.08.2020-31.07.2022:

    All essential material is included in the lecture notes that are available at the course's homepage.

Substitutes for Courses
  • Valid 01.08.2020-31.07.2022:

    Substitutes the courses Mat-1.1132, Mat-1.1332, Mat-1.1532, Mat-1.1632, MS-C1340, MS-C1343.

    Together with the course MS-C1300 Complex analysis substitutes the course Mat-1.1030.

    Together with the course MS-C1300 Complex analysis or the course MS-C1420 Fourier analysis substitutes the course Mat-1.1230.

  • Valid 01.08.2020-31.07.2022:

    MS-A00XX Matrix algebra, MS-A02XX Differential and integral calculus 2.


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