It's useful to have knowledge of them. They tend to pop up in random places. For instance, even simple recurrence relations like the Fibonacci one can be comput

It's useful to have knowledge of them. They tend to pop up in random places. For instance, even simple recurrence relations like the Fibonacci one can be computed in logarithmic time via matrix exponentiation. Linear algebra in general is completely critical in machine learning as well.