Nonstandard logic of education background in end-to-end information technologies and cognitive computing. Pt. 1: Bacon's problem, big data analytic and intelligent model theory of cognition physical processes

In this cycle (consisting of four articles) the solution of the expanded problems of knowledge and extraction of objective knowledge which are put forward by the English philosopher F. Bacon for construction physically rigorous and mathematically correct models of ill / imperfect structured objects on analytics of larger experimental data (a problem of Big Data & Data Mining) is considered. In Part 1 the problem ("an idol of a sort" and "an idol of a cave") of physical process knowledge extraction by an empirical path in new logic of scientific studying of various laws in macro and a micro physic is discussed. The role of physical and logical constraints in the nonstandard logic formation of educational processes in the field of high information technologies described.