This page presents the curriculum of the class and the material for the lectures.
Beware tough that the course will be taught mostly on a (virtual) whiteboard.
Hence you are expected to be as much active for the course than for a real course taught on a real board.
You should take handwritten notes of the class otherwise you will not be able to do the exercices and work on the examples (so do not forget to have papers and pen with you to attend the class).
You are encouraged to ask questions if you do not understand the content (or my writting!) ...
| Date | Topics | Material |
|---|---|---|
| Thursday, 10.9.2020 | Vector space: vectors, norms, linear independence, span, basis, linear transformations | Exercices, Organization, Class Notes |
| Thursday, 17.09.2020 | matrix (matrix operations, link to linear transformations) - rank, kernel, inverse | Class Notes |
| Thursday, 24.09.2020 | Dot products, orthogonality, transpose, orthogonal matrices, solving linear systems, norms | Exercices, Class Notes |
| Thursday, 1.10.2020 | Eigenvalues and matrix diagonalization, Gram matrices, Spectral theorem, polar decomposition, trace, matrix norm | Exercices, Class Notes |
| Thursday, 8.10.2020 | Singular Value Decomposition, determinant | Class Notes |
| Thursday, 15.10.2020 | Multivariate Calculus | Class Notes |
| Thursday, 22.10.2020 | Final exam | Instructions - How to register for exam |