A good linear algebra text book?

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SUMMARY

The discussion centers on finding a suitable linear algebra textbook for intermediate learners, with a focus on understanding determinants and their applications. The recommended text is "Mathematical Methods in the Physical Sciences" by Mary Boas, which, while not exclusively a linear algebra book, effectively covers essential topics including the Jacobian determinant. Participants emphasize the importance of intuitive understanding over rote calculation, suggesting that exploring various textbooks in libraries can help identify the right fit for individual learning styles.

PREREQUISITES
  • Basic understanding of linear algebra concepts
  • Familiarity with determinants and their geometric interpretations
  • Knowledge of coordinate transformations, specifically Jacobians
  • Experience with mathematical methods in physical sciences
NEXT STEPS
  • Explore "Linear Algebra Done Right" by Sheldon Axler for a deeper theoretical understanding
  • Research the geometric interpretation of determinants in linear algebra
  • Study coordinate transformations and their applications in physics
  • Visit local libraries or bookstores to review multiple linear algebra textbooks
USEFUL FOR

This discussion is beneficial for intermediate mathematics students, physics majors, and anyone seeking to enhance their understanding of linear algebra concepts and their applications in physical sciences.

nabeel17
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I'm looking for a linear algebra textbook slightly above beginner level to get a good grasp of certain topics. Specifically, I want to understand exactly what the determinant of a matrix is and its relation with volume, linear dependence/independence, etc

I recently figured out how to get the jacobian going from rectangular coordinates to spherical and cylindrical but I don't feel I have an intuitive grasp or understanding of how it works...I can just do the math if that makes sense.
 
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I'm a big fan of Mathematical Methods in the Physical Sciences by Mary Boas. It's very popular with most of the theoretical and experimental physics students I know.

This is not a linear algebra book - it's more like several applied math textbooks condensed into short versions and glued together. It includes sections on linear algebra and also a nice visual explanation of the Jacobian determinant of a coordinate transformation. (Don't get discouraged yet! I made a mess of that topic for a long time before I finally developed a decent working intuition. As a bonus, it means you'll get a lot more of the inside jokes in Alice in Wonderland and Through the Looking-Glass.)

One of my favorite study tactics is to go to a library or bookstore, find some textbooks on the subject, and flip through them. Often you can tell pretty quickly whether the style and prerequisites for that book are a good match for your needs.
 
Awesome, that's exactly the type of book I need! And I'll take your advice and glimpse through more textbooks at the library.
 

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