Can anyone suggest a linear algebra textbook?

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SUMMARY

The discussion centers on recommendations for linear algebra textbooks, specifically addressing the limitations of David Lay's "Linear Algebra and its Applications." The user expresses dissatisfaction with Lay's notation changes and lack of conceptual cohesion. They seek a more intuitive and conceptually rich alternative. Axler's "Linear Algebra Done Right" is recommended for its theoretical approach, while Anton's "Elementary Linear Algebra" is suggested for a gentler introduction to the subject.

PREREQUISITES
  • Understanding of basic linear algebra concepts
  • Familiarity with mathematical notation and terminology
  • Ability to engage with theoretical mathematical texts
  • Experience with problem-solving in mathematics
NEXT STEPS
  • Research Axler's "Linear Algebra Done Right" for a theoretical approach
  • Explore Anton's "Elementary Linear Algebra" for a more accessible introduction
  • Investigate Shilov's linear algebra textbook for advanced conceptual understanding
  • Look into supplementary resources that provide intuitive examples in linear algebra
USEFUL FOR

Students and educators in mathematics, particularly those studying linear algebra or seeking to improve their understanding of theoretical concepts and intuitive examples.

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I've seen loads of "what is the best Linear Algebra" threads but none quite match what I'm looking for. I'm currently using David Lay's Linear Algebra and its Applications, and I find the book readable, but strange.

He changes notations quite often and sometimes I have to try to figure out what he's talking about because his notations are different yet again. Also, his examples are not really illustrative of anything significant, are but simple calculations and step-by-step guides to how to solve problems.

I also find that it is not conceptually cohesive. I'm taking a summer course in Linear Algebra right now and it introduced a lot of terminology: "This is called x" but doesn't make it relevant what x actually signifies. As I progressed in math I found that a lot of the "jargon" are actually very meaningful, and I'm not getting that here, and the pace at which we're going only ensures that one day my ADHD brain will bet bowled over by all the terms. Maybe I'm missing the point, but I don't think he ties together concepts well.

I read a lot of good reviews on Shilov's book but also that it's not good for first-timers and wouldn't really be compatible with the course I'm taking- my professor pretty much lectures straight out of the book. Is there a good textbook that is more conceptual, but still accessible?
 
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Hey Rubicon, welcome to the physics forums!
I have read a bit of Lay's book, and am not a big fan of it. My favorite book on linear algebra is Axler's Linear Algebra Done Right. It provides plenty of motivation for the subject, and uses a clean, operator-theory approach that doesn't needlessly bring up matrices and determinants when they are not needed.

However, it is a pretty abstract treatment, in the classic theorem, proof, theorem, proof,... style. Are you looking for something with more physical or intuitive examples?
 
I second Axler, but as already noted he is not good for a first contact with LA. You could try Anton's elementary linear algebra for a gentler approach.
 
Thanks for the responses. Generally I like more intuitive examples. For some reason I have a hard time translating between theory and reality and physical examples always make me think of more variables than are relevant in the problem. I'm not very good at applied math and generally appreciate a more theoretical approach. I always "see" better when the examples are just points and lines, and when I think about things, even in other subjects such as history, I tend to see forces and light blots and colors.
 

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