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ah gotcha. I just started recently and still on chapter one but so far I find it really helpful. Last time I studied linear algebra was so long ago, and there wasn't much numerical stuff either, so I'm actually learning some new stuff from the book. This one also balanced it well between theory and applications; proofs for important and relevant theorems were given and examples/applications were closely related to finance. Having taken and done well in courses like Fourier analysis and topology, I didn't find the book to be ridiculously easy, so it's worth a read/study.