[Here’s a really good youtube series](https://www.youtube.com/watch?v=kjBOesZCoqc&list=PL0-GT3co4r2y2YErbmuJw2L5tW4Ew2O5B) that explains linear algebra.
It explains it better than I could, but the gist is that a matrix can be viewed as a way of transforming a vector and matrix multiplication describes the end result of applying multiple transformations.
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