● mastered · kind concept · level 5 · 120h
Vectors, matrices, and the operations between them — matrix multiplication, rank, eigenvalues, and factorisations. It is the substrate under everything else here: a neural network’s weights, PCA’s projection, and a transformer’s attention are all linear algebra at scale.
Linear algebra is the branch of mathematics concerning linear equations such as