Linear Algebra I need textbook recommendations to learn linear algebra by myself

Click For Summary
SUMMARY

This discussion focuses on textbook recommendations for self-studying linear algebra at an undergraduate level. Key suggestions include "Linear Algebra Done Right" by Sheldon Axler, which is praised for its clarity but noted as challenging for beginners. Supplementary texts recommended are "Elementary Linear Algebra" by Anton and "Introduction to Linear Algebra" by Serge Lang. Gilbert Strang's resources, including his MIT OpenCourseWare lectures, are also mentioned, though opinions on his textbooks vary significantly.

PREREQUISITES
  • Understanding of single and multivariable calculus
  • Familiarity with mathematical proofs
  • Basic knowledge of linear algebra concepts
  • Access to online educational resources like YouTube and MIT OpenCourseWare
NEXT STEPS
  • Research "Linear Algebra Done Right" by Sheldon Axler for advanced concepts
  • Explore "Elementary Linear Algebra" by Anton for foundational understanding
  • Investigate Gilbert Strang's MIT OpenCourseWare lectures on linear algebra
  • Study "Introduction to Linear Algebra" by Serge Lang to practice proof writing
USEFUL FOR

Students, self-learners, and educators seeking to deepen their understanding of linear algebra through structured textbooks and supplementary resources.

Santiago24
Messages
32
Reaction score
6
Hi PF community, recently i learned about Calculus in one variables and several, so now i'd like to study linear algebra by myself in a undergraduate level, in order to do that i need some textbooks recommendations. I'll be waiting for your recommendations :).
 
Physics news on Phys.org
You should get linear algebra done right by Sheldon Axler, because it's about linear algebra and he does indeed do it right!
 
  • Like
Likes vanhees71, JD_PM and Santiago24
  • Like
  • Love
Likes vanhees71, JD_PM, Santiago24 and 1 other person
  • Like
Likes Santiago24
I love Axler’s book but it would have been too difficult for me if it were my first exposure. Unless you are already comfortable constructing proofs yourself I would recommend the book by Hefferon
http://joshua.smcvt.edu/linearalgebra/
or the book “elementary linear algebra” by Anton (used copies of old editions are good and cheap).

Jason
 
  • Like
Likes Santiago24
I second the criticism about Axler's book. I used a book by Hans Samelson that was almost as advanced. I think there is a book by Anton that might be OK. Otherwise, Samelson is OK but probably out of print. I have not seen it around much lately.
 
  • Like
Likes Santiago24
I forgot to say Strang has a good textbook, and even has youttube lectrures. This is also more advanced than Anton
 
  • Like
Likes Santiago24 and robphy
  • #10
mpresic3 said:
I forgot to say Strang has a good textbook, and even has youttube lectrures. This is also more advanced than Anton

Gilbert Strang ( http://www-math.mit.edu/~gs/ )
has some very interesting applications of linear algebra and applied mathematics

https://ocw.mit.edu/courses/mathematics/18-06-linear-algebra-spring-2010/
https://ocw.mit.edu/resources/res-18-010-a-2020-vision-of-linear-algebra-spring-2020/videos/

I took an applied math course in college that used his Applied Mathematics book.
Look back at the text now, there are a lot of gems that I'm still trying to understand
(connecting numerical and discrete methods with continuum analytic methods).
 
  • Like
Likes vanhees71 and Santiago24
  • #11
Santiago Perini said:
Hi PF community, recently i learned about Calculus in one variables and several, so now i'd like to study linear algebra by myself in a undergraduate level, in order to do that i need some textbooks recommendations. I'll be waiting for your recommendations :).
If you just took single/multivariable calculus, then maybe the Axler book is not a book you should try learning from at this point. It is a pure mathematics book, not to mention that he avoids determinants till the end of the book. It is a good book, but if you are unfamiliar with proof writing, then little will be gained.

Something like the run of the mill introductory linear algebra books would probably be better. Ie., Anton: Linear Algebra. Lay: Linear Algebra. etc., It introduces proofs, so you can practice proof writing working through the book. I would also get Serge Lang: Introduction To Linear Algebra and work through both of them.

There is also this book.

https://www.amazon.com/dp/0198534361/?tag=pfamazon01-20

Berberian rights very clearly. I read this for fun, after being acquainted with working through most of Axler. I found it very clear. Not to expensive, and I found out stuff I didn't know...
 
  • Like
Likes Santiago24
  • #12
robphy said:
Gilbert Strang ( http://www-math.mit.edu/~gs/ )
has some very interesting applications of linear algebra and applied mathematics

https://ocw.mit.edu/courses/mathematics/18-06-linear-algebra-spring-2010/
https://ocw.mit.edu/resources/res-18-010-a-2020-vision-of-linear-algebra-spring-2020/videos/

I took an applied math course in college that used his Applied Mathematics book.
Look back at the text now, there are a lot of gems that I'm still trying to understand
(connecting numerical and discrete methods with continuum analytic methods).
Personally, I find Strang Linear Algebra to be one of the worst textbooks I have had the disdain to read. The problems are good.=, but he is extremely verbose, and it obfuscates what is really happening.
 
  • Like
Likes PhDeezNutz, vanhees71 and Santiago24

Similar threads

  • · Replies 17 ·
Replies
17
Views
8K
Replies
12
Views
9K
  • · Replies 2 ·
Replies
2
Views
2K
  • · Replies 11 ·
Replies
11
Views
3K
  • · Replies 8 ·
Replies
8
Views
4K
  • · Replies 8 ·
Replies
8
Views
3K
  • · Replies 15 ·
Replies
15
Views
2K
Replies
4
Views
3K
  • · Replies 13 ·
Replies
13
Views
5K
  • · Replies 5 ·
Replies
5
Views
4K