  The basic concepts relevant for the theoretical description of deep inelastic
scattering within the QCD improved parton model are introduced. Recent
developments in low $x$ DIS and in deep inelastic diffraction are briefly
summarised. This includes discussion of the BFKL dynamics including the
subleading effects and of the saturation model. The dedicated measurements,
which probe the QCD pomeron are also discussed.
