At 1948, L.V.Kantorovich extended Newton method for solving nonlinear equations to functional spaces. This event can not be overestimated: Newton-Kantorovich method became a powerful tool in numerical analysis as well as in pure mathematics. We address the basic ideas of the method in historical perspective and focus on recent applications and extensions of the method and some approaches to overcome its local nature.