Linear Algebra in Data Science Interview Request

Hi, I am currently taking a linear algebra course to improve my math skills and I have an assignment in which I must interview someone that uses basic linear algebra (first-year undergrad level, like matrices eigenvalues etc…) in their profession. I was wondering if there is anyone currently working as a data scientist who would be willing to answer a few questions in that respect?

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