> In linear algebra, the actual operations are mostly matrix adds and multiplies

I’d say this misses the point of the subject by a mile. Linear algebra is the study of finite dimensional linear maps. Saying it’s about “matrix adds and multiplies” is like saying the study of algorithms is about “filling arrays and comparing numbers”