Course description
Numerical analysis: a linear algebra perspective. How to solve linear systems with applications to least squares and eigen analysis.
Syllabus
- A primer on linear algebra
- Linear systems
- Numerical stability
- Least squares and orthogonal transformations
- Eigenanalysis
- Positive definite matrices
- Introduction to optimisation in finite dimension
