This section contains free e-books and guides on Linear Algebra, some of the resources in this section can be viewed online and some of them can be downloaded.
Fundamentals of Linear AlgebraJames B. CarrellPDF
| 412 Pages
This textbook is meant to be a
mathematically complete and rigorous introduction to abstract linear algebra for
undergraduates, possibly even first year students, specializing in mathematics.
Author tried very hard to emphasize the fascinating and important interplay
between algebra and geometry.
Course Material for Linear Algebra IUniversity of OxfordOnline
| NA Pages
pervades and is fundamental to algebra, geometry, analysis, applied mathematics,
statistics, and indeed most of mathematics. This course note lays the
foundations, concentrating mainly on vector spaces and matrices over the real
and complex numbers.
Linear Algebraic Groups and K TheoryUniversity of BielefeldPDF
| 46 Pages
notes are organized as 6 sections. Sections are: The group structure of SLn over
a field, Linear algebraic groups over field, Root systems, Chevalley groups,
K-theoretic results related to Chevalley group, structure and classification of
almost simple algebraic groups, Further K-theoretic results for simple algebraic
Linear Algebra lecture notes Martin Bright and Daan Krammer (PDF 56P)Martin
Bright and Daan KrammerPDF
| 56 Pages
This book explains the following topics related to
Linear Algebra: Number systems and fields, Vector spaces, Linear independence,
spanning and bases of vector spaces, Subspaces, Linear transformations,
Matrices, Linear transformations and matrices, Elementary operations and the
rank of a matrix, The inverse of a linear transformation and of a matrix, Change
of basis and equivalent matrices.
Differential Equations and Linear Algebra Lecture Notes (PDF 95P)Simon J.A. MalhamPDF
| 95 Pages
book explains the following topics related to Differential Equations and Linear
Algebra: Linear second order ODEs, Homogeneous linear ODEs, Non-homogeneous
linear ODEs, Laplace transforms, Linear algebraic equations, Linear algebraic
eigenvalue problems and Systems of differential equations.
Linear Algebra II Lecture Notes (PDF 61P)John C. Bowman, University of
| 61 Pages
This book explains the following topics related to Linear Algebra: Vectors, Linear Equations, Matrix Algebra, Determinants, Eigenvalues and
Eigenvectors, Linear Transformations, Dimension, Similarity and
Diagonalizability, Complex Numbers, Projection Theorem, Gram-Schmidt
Orthonormalization, QR Factorization, Least Squares Approximation, Orthogonal
(Unitary) Diagonalizability, Systems of Differential Equations, Quadratic Forms,
Vector Spaces and the Pseudoinverse.
Linear Algebra in Twenty Five Lectures (PDF 395P)Tom Denton and Andrew WaldronPDF
| 395 Pages
note emphasize the concepts of vector spaces and linear transformations as
mathematical structures that can be used to model the world around us. Topics
covered includes: Gaussian Elimination, Elementary Row Operations, Vector
Spaces, Linear Transformations, Matrices, Elementary Matrices and Determinants,
Eigenvalues and Eigenvectors, Diagonalization, Kernel, Range, Nullity, Rank,
Gram-Schmidt and Orthogonal Complements.
Lecture Notes for Linear Algebra (PDF 268P)James S. Cook, Liberty UniversityPDF
| 268 Pages
These notes are
intended for someone who has already grappled with the problem of constructing
proofs.This book covers the following topics: Gauss-Jordan elimination,
matrix arithmetic, determinants , linear algebra, linear transformations, linear
geometry, eigenvalues and eigenvectors.
Lecture Notes on Linear Algebra (PDF 220P)Eleftherios GkioulekasPDF
| 220 Pages
book covers the following topics: Brief introduction to Logic and Sets, Brief introduction to Proofs, Basic Linear
Algebra, Eigenvalues and Eigenvectors, Vector Spaces.
The Structure of Finite Algebras (D. Hobby and R. McKenzie)D.
Hobby and R. McKenziePDF
| 212 Pages
This book covers the following topics:
Basic concepts and notation, Tight lattices, Tame quotients, Abelian and
solvable algebras, The structure of minimal algebras, The types of tame
quotients, Labeled congruence lattices, Solvability and semi-distributivity,
Congruence modular varieties, Malcev classification and omitting types,
Residually small varieties, Decidable varieties, Free spectra, Tame algebras and
E-minimal algebras, Simple algebras in varieties.
A Course In Algebraic Number TheoryRobert
B. Ash, Professor Emeritus, MathematicsOnline
| NA Pages
is a text for a basic course in algebraic number theory. This book covers the following topics:
Norms, Traces and Discriminants, Dedekind Domains, Factoring of Prime Ideals in
Extensions, The Ideal Class Group, The Dirichlet Unit Theorem, Cyclotomic
Extensions, Factoring of Prime Ideals in Galois Extensions and Local Fields
Algebraic Number Theory .pdfJ.S.
| 164 Pages
These notes are concerned with algebraic number theory, and the sequel
with class field theory. Topics covered includes: Preliminaries from Commutative
Algebra, Rings of Integers, Dedekind Domains- Factorization, The Unit Theorem,
Cyclotomic Extensions- Fermatís Last Theorem, Absolute Values- Local Fieldsand
|Course of Linear Algebra and Multidimensional Geometry|
A Course In Commutative AlgebraRobert
B. Ash, Professor Emeritus, MathematicsOnline
| NA Pages
book covers the following topics:
Ring Theory Background, Primary Decomposition and Associated
Primes, Integral Extensions, Valuation Rings, Completion, Dimension Theory,
Depth, Homological Methods and Regular Local Rings.
A Pari/GP TutorialRobert
| 20 Pages
This book covers the
following topics: Pari Types, Transcendental and Other Nonrational Functions,
Arithmetic Functions, Polynomials and Power Series, Sums, Products and
Integrals, Basic Programming, Algebraic Number Theory and Elliptic Curves.
An Introduction to Linear AlgebraBarry
M. Wise and Neal B. GallagherPDF
| 27 Pages
This article reviews the basics of linear algebra
and provides the reader with the foundation required for
understanding most chemometrics literature.
|An Introduction To Linear Algebra Kenneth Kuttler|
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|A Course in Universal Algebra|
|Algebra and Number Theory A. Baker|
|Review of Algebra|
|Algebra Cheat Sheet|
|Workbook in Higher Algebra|
|A Geometric Review of Linear Algebra|
|ELEMENTARY LINEAR ALGEBRA|
|An Algebra Refresher|
|Linear Algebra Hefferon J (Mirror)|
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|Linear Algebra, Infinite Dimensions, and Maple|
|A Computational Introduction to Number Theory and Algebra (Version 1)|
|A First Course in Linear Algebra|
|Elements of Abstract and Linear Algebra|
|Notes on Linear Algebra|
|Geometric Algebra Primer|
|Miscellaneous Topics in First Year Mathematics|
|Algebra Review in Ten Lessons|
|Group Characters, Symmetric Functions, and the Hecke Algebra|
|PROBLEMS IN ALGEBRAIC COMBINATORICS|
|Introduction to Algebraic Varieties|
|Advanced Linear Algebra lecture notes (with real algorithm for the real Jordan form)|
|Basic Linear Algebra (PDF 73p)|
|Toeplitz and Circulant Matrices|
|Lectures on Matrices|
|An Invitation to General Algebra and Universal Constructions|