301Course · Practitioner
Linear Algebra for ML
The math the field is written in.
- 01
Read a matrix equation fluently.
- 02
Recognize the operations behind attention.
- 03
Diagonalize when it helps.
- 04
Debug a shape error from first principles.
- IModule
Vectors and matrices
The primitives.
- IIModule
Decompositions
SVD and eigendecomposition.