I need textbook recommendations to learn linear algebra by myself

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Discussion Overview

The discussion revolves around recommendations for textbooks on linear algebra suitable for self-study at the undergraduate level. Participants share various titles and express differing opinions on their appropriateness for beginners.

Discussion Character

  • Debate/contested
  • Technical explanation
  • Homework-related

Main Points Raised

  • Some participants recommend "Linear Algebra Done Right" by Sheldon Axler, citing its quality but also noting it may be challenging for first-time learners.
  • Others suggest supplementary texts such as "Linear Algebra" by Insel, Friedberg, and Spence, and "Elementary Linear Algebra" by Anton, which may be more accessible for beginners.
  • A participant mentions the availability of a YouTube channel associated with Axler's book that could aid in understanding the material.
  • Some express concern that Axler's book is too advanced for those unfamiliar with proof writing, suggesting alternatives like Hefferon's book or Serge Lang's "Introduction to Linear Algebra."
  • Gilbert Strang's textbook is mentioned as having interesting applications, but one participant criticizes it for being verbose and difficult to follow despite having good problems.
  • A participant highlights that "Linear Algebra Done Wrong" is available for free online, suggesting it as a humorous alternative.

Areas of Agreement / Disagreement

Participants express a range of opinions on the suitability of various textbooks, indicating that there is no consensus on which book is the best for beginners. Some participants agree on the challenges posed by Axler's book, while others defend its quality.

Contextual Notes

Participants note that familiarity with proof writing is an important consideration when selecting a textbook, and some books may not introduce certain topics, like determinants, until later in the text.

Who May Find This Useful

This discussion may be useful for individuals seeking self-study resources in linear algebra, particularly those who have recently completed calculus and are looking for appropriate textbooks.

Santiago24
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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 :).
 
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You should get linear algebra done right by Sheldon Axler, because it's about linear algebra and he does indeed do it right!
 
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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
 
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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.
 
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I forgot to say Strang has a good textbook, and even has youttube lectrures. This is also more advanced than Anton
 
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  • #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).
 
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  • #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...
 
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  • #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.
 
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