Linear Systems: Direct MethodsCovers the formulation of linear systems, direct and iterative methods for solving them, and the cost of LU factorization.
Kalman Filter: State Space ModelsIntroduces the Kalman Filter for estimating the state of a dynamic system from noisy measurements, covering prediction, updating, and filtering steps.