[ummonk]

Linear algebra (both for vector spaces and Hilbert spaces) is not really specific to quantum physics. What's specific to quantum physics is complex valued spaces, as opposed to ordinary statistics which works with real valued states.

And Von Neumann entropy is Shannon entropy, as applied to quantum states.