Included topics are online recursive least squares algorithm, gradient algorithm, Lyapunov stability theorem, persistence of excitation and sufficiently rich signals, model reference adaptive control, pole-placement adaptive control, adaptive backstepping, adaptive output feedback control, high-gain observer, neuro-adaptive control.