LineaarialgebraLaajuus (5 op)

Osaamistavoitteet

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

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.