Course unit, curriculum year 2023–2024
MATH.APP.410
Matrix Analysis, 5 cr
Tampere University
- Description
- Completion options
Teaching periods
Active in period 1 (1.8.2023–22.10.2023)
Active in period 2 (23.10.2023–31.12.2023)
Active in period 3 (1.1.2024–3.3.2024)
Active in period 4 (4.3.2024–31.5.2024)
Course code
MATH.APP.410Language of instruction
English, FinnishAcademic years
2021–2022, 2022–2023, 2023–2024Level of study
Intermediate studiesGrading scale
General scale, 0-5Persons responsible
Responsible teacher:
Henrik WirzeniusResponsible teacher:
Mika Mattila, (primary)Responsible teacher:
Tapio NummiResponsible organisation
Faculty of Information Technology and Communication Sciences 100 %
Coordinating organisation
Computing Sciences Studies 100 %
Core content
- Basics of linear algebra for complex vectors and matrices
- LU-decomposition and Gaussian elimination
- Linear algebra in n-dimensional spaces. Basis. Orthogonalisation, orthonormal basis. Change of basis.
- Projector matrices.
- Eigenvalues and eigenvectors and spectral decomposition of a matrix
- Jordan canonical form
- Singular value decomposition, matrix norm, pseudoinverse
- Random vectors and matrices
- Linear model (estimation and testing)
Complementary knowledge
- Use of Matlab
Specialist knowledge
- Applications
Learning outcomes
Prerequisites
Further information
Learning material
Equivalences
Studies that include this course
Completion option 1
The teaching language of this implementation is Finnish.
Completion of all options is required.
Exam
12.09.2023 – 12.09.2023
Active in period 1 (1.8.2023–22.10.2023)
19.10.2023 – 19.10.2023
Active in period 1 (1.8.2023–22.10.2023)
28.11.2023 – 28.11.2023
Active in period 2 (23.10.2023–31.12.2023)
18.01.2024 – 18.01.2024
Active in period 3 (1.1.2024–3.3.2024)
27.02.2024 – 27.02.2024
Active in period 3 (1.1.2024–3.3.2024)
16.05.2024 – 16.05.2024
Active in period 4 (4.3.2024–31.5.2024)
18.04.2024 – 18.04.2024
Active in period 4 (4.3.2024–31.5.2024)
Participation in teaching
29.08.2023 – 15.10.2023
Active in period 1 (1.8.2023–22.10.2023)
08.01.2024 – 25.02.2024
Active in period 3 (1.1.2024–3.3.2024)
Completion option 2
The teaching language of this implementation is English. Passing exam is required for passing the course. Exercise activity will have a positive affect on the grading.
Completion of all options is required.
Participation in teaching
29.08.2023 – 15.10.2023
Active in period 1 (1.8.2023–22.10.2023)
08.01.2024 – 25.02.2024
Active in period 3 (1.1.2024–3.3.2024)
Exam
12.09.2023 – 12.09.2023
Active in period 1 (1.8.2023–22.10.2023)
19.10.2023 – 19.10.2023
Active in period 1 (1.8.2023–22.10.2023)
28.11.2023 – 28.11.2023
Active in period 2 (23.10.2023–31.12.2023)
18.01.2024 – 18.01.2024
Active in period 3 (1.1.2024–3.3.2024)
27.02.2024 – 27.02.2024
Active in period 3 (1.1.2024–3.3.2024)
16.05.2024 – 16.05.2024
Active in period 4 (4.3.2024–31.5.2024)
18.04.2024 – 18.04.2024
Active in period 4 (4.3.2024–31.5.2024)