Linear Algebra Resources


Linear algebra is an interesting and wide-ranging subject, and everyone has an opinion on how and when it should be taught. As a result, there is a huge number of open linear algebra textbooks out there! This page links to a few that have been used in the two linear algebra courses at U of L, and a few others we think are just nice books.

Math 1410


A First Course in Linear Algebra, by Kenneth Kuttler

Linear Algebra with Applications, by Keith Nicholson (Math 1410 is Chapters 1-4, and selected topics in Chapter 5)

There is also a textbook available in PDF, created by Sean Fitzpatrick. This book is based on the text Matrix Algebra, by Greg Hartman, using content from APEX Calculus. Both books can be found on the APEX Calculus website.

This book is suitable for Math 1410 and available in both colour (for use as an e-book) and black and white (for printing).

Colour version (for use as an e-book)

Black and white version (for printing)

Math 3410


Sean Fitzpatrick has written a set of lecture notes for Math 3410 in PreTeXt. These notes feature embedded code cells that allow students to perform computations using Python code. (Code provided: no programming experience necessary!) These notes are based in part on the textbook by Keith Nicholson.

Lecture Notes for Math 3410, by Sean Fitzpatrick.

HTML version, with interactive code cells:

PDF e-book (aligns with HTML version):

PreTeXt-generated PDF, optimized for printing:

Other books suitable for Math 3410 include the books by Nicholson and Hefferon:

Linear Algebra with Applications, by Keith Nicholson (Math 3410 is Chapters 6-10, and some topics from Chpater 5.)

Linear Algebra, by Jim Hefferon. (Suitable for Math 3410.)

Other books


The following are additional textbooks that are available as open education resources. To our knowledge, none has been officially assigned as a course textbook at U of L, although some have been listed as additional resources.

A First Course in Linear Algebra, by Rob Beezer. (Rob is the creator of PreTeXt. Despite the title, this book is a bit more advanced than our Math 1410.)

Discover Linear Algebra, by Jeremy Sylvestre. (Jeremy is at U of A Augustana. This book takes a discovery-based approach to learning the subject.)

Understanding Linear Algebra, by David Austin. This is a beautiful book that offers an insightful perspective on linear algebra, and includes many excellent interactive elements. Unfortuantely, it doesn't fit the curriculum for either of our linear algebra courses.


Page maintained by Sean Fitzpatrick. .