Convex sets -- Convex functions -- Convex optimization problems -- Duality -- Approximation and fitting -- Statistical estimation -- Geometric problems -- Unconstrained minimization -- Equality constrained minimization -- Interior-point methods -- Mathematical background -- Problems involving two quadratic functions -- Numerical linear algebra background.