Linear algebra done right is IMO the best book on it. But a lot of it is simply exploiting linearity to reduce to a working in the most convenient subspaces. F

Linear algebra done right is IMO the best book on it. But a lot of it is simply exploiting linearity to reduce to a working in the most convenient subspaces. Finding and constructing them is a major task.