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A first course in linear algebra still assumes background information, because linear algebra is not a basic topic. It’s not meant to be a first course in math. Math builds on itself and it would be incredibly inconvenient if every course everywhere would have to include a recap of basic things. And proofs are among the most fundamental things in math!

Programming courses or articles or books, beyond the 101 level, don’t teach you again and again the basics of declaring a variable and writing a loop either! No field does that.

Wrt linear algebra in particular, there are plenty of resources aimed at programmers thanks to its relevance in computer graphics and so on. They typically skip proofs and just tell you that this is how matrix multiplication is defined, but they don’t teach you math, merely using math. Which can be plenty enough to an engineer.




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