Internal and external descriptions. Solution of state equations. Controllability and observability realizations. Pole assignment, assignment, observers; modern compensator design. Disturbance localization and decoupling. Least-squares control. Least-squares estimation; Kalman filters; smoothing. The separation theorem; LQG compensator design. Computational considerations. Selected additional topics.