The lecture course is devoted to the main principles and methods of geometrodynamics and algebrodynamics, that is, the approaches based solely on the abstract exceptional geometries and algebras intended to describe the structure of the real physical space-time. These structures are also supposed to generate appropriate geometrical and algebraic objects (vector fields, analytical functions over algebras etc.) which can be applied to model fundamental physical fields and  particle-like formations under interaction.