Pure substances are made of only one type of atom or molecule, and can be elements or compounds. Mixtures contain two or more substances mixed but not chemically combined. Mixtures can be homogeneous, containing a uniform composition, or heterogeneous, where the composition varies. Separation techniques like filtration, evaporation, distillation, and decantation are used to separate mixtures based on differences in their physical properties.