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You will need both the textbook, and a lot of paper for notes, homework, and scrap paper.
Textbook: Linear Algebra and its Applications, 5^{th} edition by Lay, Lay, and McDonald.
You can buy the book in the bookstore, or order it online at amazon.com or some other seller for a much lower price.
We will not need the online access code, so you may purchase a used book.
I will not assign problems based on the numbers at the end of the book, so you may buy a (slightly) earlier edition.