Linear Algebra

Open course *Linear Algebra* offered by the Teaching and Learning Centre of FNWI.

Authors: André Heck, Jolien Oomens, Marthe Schut

Available languages:

Course content

Vectors

The notion of vector and vector space

Lines and planes

Distance, angle, dot product and cross product

Vector calculus in MATLAB

Vector calculus in Python

Systems of linear equations

Basic concepts and methods

Systems of linear equations

System of linear equations and matrices

Matrices

Matrices

Matrices in MATLAB

Matrices in Python

Linear mappings

Linear mappings

Matrices and coordinate transformations

Eigenvalues and eigenvectors

Eigenvalues and eigenvectors

SVD, pseudoinverse, and PCA

SVD: singular value decomposition

SVD, pseudoinverse and PCA in MATLAB

SVD, pseudoinverse and PCA in Python