Linear Algebra
Software
PC
SpeedCrunch–open source software, fast, simple
GNU Octave–open source software
Online Octave - online GNU Octave
Matlab–proprietary
Android
MOOC
edX - Linear Algebra - Foundations to Frontiers : good interactive HW exercises, very clear instruction and time-efficient
MIT OCW - Linear Algebra by Gilbert Strang Youtube: Gilbert Strang is good.
Youtube
List of Books
Proprietary Books
Free Books
Linear Algebra A Course for Physicists and Engineers by Arak M. Mathai License: CC-BY-NC-ND
Linear Algebra License: CC-BY-NC
Math 1410 Elementary Linear Algebra by Sean Fitzpatrick License: CC-BY-NC
Linear Algebra with Application by Keith Nicholson PDF License: CC-BY-NC
Open Books
Linear Algebra, Theory And Applications by Kenneth Kuttler PDF License: CC-BY
Interactive Linear Algebras by Dan Margalit License: GPL/GFDL Pretext Book
A First Course in Linear Algebra by Robert A. Beezer PDF or its public beta version of A First Course in Linear Algebra License: GFDL
Understanding Linear Algebra by David Austin License: CC-BY Pretext Book
Linear Algebra, Theory And Applications by Kenneth Kuttler PDF License: CC-BY
Linear Algebra for ML License: MIT
Open Resources for Community College Algebra (ORCCA) or the book License: CC-BY Pretext Book
MATH 1220 Linear Algebra 1 by Michael Doob License: CC (?) Pretext Book
Elements of Linear and Multilinear Algebra by John M. Erdman PDF License: CC-BY
Book Recommendation
Video Recommendation
Table of Contents some of the Open Books
Interactive Linear Algebras by Dan Margalit
Systems of Linear Equations: Algebra (pp 1-27)
Systems of Linear Equations: Geometry (pp 29-112)
Linear Transformations and Matrix Algebra (pp 113-185)
Determinants (pp 187-235)
Eigenvalues and Eigenvectors (pp 237-337)
Orthogonality (pp 339-407)
Discover Linear Algebra by Jeremy Sylvestre
Systems of Equations and Matrices (pp 7-169)
Systems of linear equations
Solving systems using matrices
Using systems of equations
Matrices and matrix operations
Matrix inverses
Elementary matrices
Special forms of square matrices
Determinants
Determinants versus row operations
Determinants, the adjoint, and inverses
Vector Spaces (pp 170-374)
Introduction to vectors
Geometry of vectors
Orthogonal vectors
Geometry of linear systems
Abstract vector spaces
Subspaces
Linear independence
Basis and Coordinates
Dimension
Column, row, and null spaces
Introduction to Matrix Forms (pp 375-413)
Eigenvalues and eigenvectors
Diagonalization
Linear Algebra by Jim Hefferon
Linear Systems
Solving Linear Systems
Linear Geometry
Reduced Echelon Form
Vector Spaces
Definition of Vector Space
Linear Independence
Basis and Dimension
Maps Between Spaces
Isomorphisms
Homomorphisms
Computing Linear Maps
Matrix Operations
Change of Basis
Projection
Determinants
Definition
Geometry of Determinants
Laplace's Formula
Similarity
Complex Vector Spaces
Similarity
Nilpotence
Jordan Form
A First Course in Linear Algebra by Robert A. Beezer
Systems of Linear Equations
Vectors
Matrices
Vector Spaces
Determinants
Eigenvalues
Linear Transformations
Representations
Linear Algebra, Theory And Applications by Kenneth Kuttler
Preliminaries
Matrices and Linear Transformations
Determinants
Row Operations
Some Factorizations
Linear Programming
Spectral Theory
Vector Spaces and Fields
Linear Transformations
Linear Transformations Canonical Forms
Markov Chains and Migration Processes
Inner Product Spaces
Self Adjoint Operators
Norms for Finite Dimensional Vector Spaces
Numerical Methods for Finding Eigenvalues
MATH 1220 Linear Algebra 1 by Michael Doob
Systems of Linear Equations
Matrix theory
The Determinant
Vectors in Euclidean n-space
Eigenvalues and eigenvectors
Linear transformations
Markov Chains
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