Lineaarialgebra (5 op)

Arviointiasteikko

H-5

Tavoitteet

The student learns fundamental mathematical concepts, principles, tools (including computing environments) and terminology for professional studies.

Sisältö

- Mathematical objects: scalars, vectors, matrices and tensors
- Basic matrix operations
- Special type of matrices and vectors
- Systems of linear equations
- Determinants
- Analytic geometry; inner and outer products, projections
- Vector spaces and linear mappings
- Linear dependence, span
- Linear regression

Aika ja paikka

Autumn term 2025, Lapland University of Applied Sciences, Rantavitikka campus (Rovaniemi, Jokiväylä 11)

Oppimateriaalit

Study material is available as an eBook and on the Moodle learning platform.

Opetusmenetelmät

Lessons and exercises

Tenttien ajankohdat ja uusintamahdollisuudet

The number and date of exams will be agreed on during the course. Resit is possible by the end of the next term.

Toteutuksen valinnaiset suoritustavat

Studying independently is possible. All exercises must be returned in time to be evaluated.

Opiskelijan ajankäyttö ja kuormitus

5 credits, approximately 135 hours of work

Arviointikriteerit, tyydyttävä (1)

The student knows the concepts of linear algebra and is able to solve basic problems.

Arviointikriteerit, hyvä (3)

The student understands the concepts of linear algebra and is able to solve varied problems related to applications of linear algebra.

Arviointikriteerit, kiitettävä (5)

The student understands the concepts of linear algebra and is able to apply methods of linear algebra in solving and handling new types of problems.