I need textbook recommendations to learn linear algebra by myself

In summary, the PF community had a conversation about recommended textbooks for self-studying linear algebra at an undergraduate level. Some suggestions included "Linear Algebra Done Right" by Sheldon Axler, "Linear Algebra" by Insel, Friedberg, and Spence, "Elementary Linear Algebra" by Anton, and "Linear Algebra" by Gilbert Strang. However, it was mentioned that Strang's book may be too difficult for beginners and other introductory books such as "Introduction to Linear Algebra" by Serge Lang or "Linear Algebra" by Berberian were also recommended.
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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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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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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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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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1. What are the best textbooks for self-learning linear algebra?

There are many great textbooks available for self-learning linear algebra. Some popular options include "Linear Algebra: A Modern Introduction" by David Poole, "Introduction to Linear Algebra" by Gilbert Strang, and "Linear Algebra Done Right" by Sheldon Axler.

2. Are there any textbooks specifically designed for beginners?

Yes, there are several textbooks that are designed for beginners in linear algebra. Some examples include "Linear Algebra: Step by Step" by Kuldeep Singh and "Linear Algebra: A First Course" by Robert Beezer.

3. Are there any online resources for learning linear algebra?

Yes, there are many online resources available for learning linear algebra. Some popular options include Khan Academy, MIT OpenCourseWare, and Coursera's "Coding the Matrix: Linear Algebra through Computer Science Applications" course.

4. What should I look for in a good linear algebra textbook?

A good linear algebra textbook should have clear explanations, plenty of examples and practice problems, and a comprehensive coverage of key topics such as vector spaces, matrices, and linear transformations. It should also have a good balance between theory and applications.

5. Are there any textbooks that come with additional resources such as practice tests or online exercises?

Yes, many textbooks come with additional resources such as practice tests, online exercises, and solution manuals. Some examples include "Linear Algebra: A Modern Introduction" by David Poole and "Introduction to Linear Algebra" by Gilbert Strang.

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