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I can only speak for myself, but when i hear of linear algebra, I think of my 'linear algebra for scientists/mathematicians' course in college.

The math behind signal processing; I only took 2 classes in college, and boith were pretty hand-wavey (granted, it's hard to rigorously cover S and Z transforms when you know 100% of the class hasn't taken and probably never will take complex analysis.



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