Linear Algebra Finite-Dimensional Vector Spaces by Halmos

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Paul Halmos' "Finite-Dimensional Vector Spaces" is a well-regarded text that aims to simplify finite-dimensional vector space theory through the lens of Hilbert space theory. Despite its solid mathematical content, the book suffers from outdated typesetting, making it visually dense and potentially challenging to read. The discussion is primarily verbal rather than symbolic, requiring strong reading comprehension skills. The proofs are thoughtfully constructed, demanding careful attention, and are best suited for readers with a foundational understanding of the subject. The book is particularly beneficial for those teaching advanced linear algebra, as it clarifies concepts and introduces new insights. It is often recommended as a supplementary text alongside other works, such as Axler's.

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This is a good solid book, by an expert on Hilbert spaces, whose goal was to present finite dimensional vector space theory as the easy case of Hilbert space theory. The book was written back before really good sophisticated type setting software came in vogue, so the material is crowded and crammed on the page in a way that can make it hard to read. Just look at the table of contents to see what I mean. The different topics are all run together in a single paragraph instead of being decently spread out for better display.

The discussion is more in words than symbols as well, not lengthy, but demanding good reading comprehension skills. The proofs are also intelligently written and demanding close attention. So the mathematics is excellent, but may be best appreciated by someone who already knows a good bit of the material. I benefited from it when teaching advanced linear algebra. He made some things clearer to me that I thought I already knew, and pointed out some aspects I had not known, because he understands them so well.

So for many of us probably a second book on the topic, as is Axler.
 
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