Matrix Analysis
Course Code
MA5021
Number of Credits
4
Semester
Course Type
Related Courses
| No | Code | Course | Relation |
|---|---|---|---|
| 1 | MA5021 | Matrix Analysis | Equivalent |
Study Material
| Study Material | Depth |
|---|---|
| Linear Algebra Review | Explore |
| Permutation Matrix | Expert |
| Normal Matrix | Express |
| Non-Negative Definite Matrix | Expert |
| Singular Value Decomposition | Expert |
| Schur Decomposition and LU Factorization | Expert |
| QR Factorization | Expert |
| Matrix Norm | Expert |
| Vector Norm | Expert |
| QR Method | Expert |
| Eigenvalue Localization | Expert |
Graduate Learning Outcomes (GLO) carried by the course
| CPMK Code | Course Learning Outcomes Elements (CLO) |
|---|---|
| CPMK 1 | Understand various matrix theory concepts: various types of matrices and their properties, matrix norms. |
| CPMK 2 | Understand various advanced techniques in matrix theory, such as decomposition, matrix factorization, and eigenvalue location estimation. |
| CPMK 3 | Able to utilize matrices as a tool to solve mathematical problems. |
| CPMK 4 | Able to solve problems (problem solving) related to matrices. |
| CPMK 5 | Able to work rigorously in mathematics (questioning, exploring, conjecturing, proving). |
Learning Method
- Lectures, Iteractive discussions
Learning Modality
- Blended learning, synchronous, independent, group
Assessment Methods
- Written Exam; Homework, Quizzed, and Group Assignments; Practical Assignment with Software (optional)