In colloquial speech the term "turbulence" means any flow with complicated temporal and spatial dynamics. In contrast, the properties of these flows are supposed to be described by models which are based on the assumption of a precise and very well defined setting. This paper is an attempt to review the fundamentals of turbulence theory, with emphasis on non-fully developed turbulence.