Аннотация:The article presents an author's view on the formation and teaching of the specialization "Data Science" for mathematicians. An emphasis is placed on the fundamental nature of the approach to constructing (mathematical) data models, rigorous formulation of research problems and the design of methods and algo-rithms for their solutions. A set of special and general courses is offered to prepare a data specialist.