A First Course in Linear Algebra

A well-structured introduction to linear algebra for science and engineering students. Covers all major topics with proofs of important theorems and numerous exercises.

Ken Kuttler

An engaging undergraduate textbook that starts with organizing information and builds through systems of equations, vector spaces, eigenvalues, and the simplex method.

David Cherney, Tom Denton, Rohit Thomas, Andrew Waldron

Develops linear algebra from linear equations and matrices through vector spaces, fields, determinants, eigenvalues, and canonical forms. Includes LU and LPDU factorization.

James B. Carrell

Concise lecture notes covering vectors, matrices, elimination, factorization, orthogonality, determinants, and eigenvalues. Includes Python exercises for computational practice.

Janis Lazovskis