GateXAIML · Linear Algebra Concept Notes

Vector Spaces & Linear Algebra

Chapter 1
Vector Spaces
16 sections
Vectors Concept, Vector Space, Subspaces...
Chapter 2
Orthogonal Vectors, Subspaces, Matrices, and Projections
6 sections
Orthogonal Vectors and Their Length, Orthogonal Subspaces and Complements, Orthogonal Matrices...
Chapter 3
Quadratic Forms
6 sections
Definition and Basic Properties, Diagonalization of Quadratic Forms, Positive Definite, Negative Definite, and Indefinite Forms...
Chapter 4
Singular Value Decomposition (SVD)
8 sections
Definition and Concept, Eigenvalues, Eigenvectors, and the Origin of SVD, Computing the SVD...