Nanomaterials are cornerstones of nanoscience and nanotechnology. The nature of all nanomaterials is diverse. Nanocrystalline materials are very promising in photonics, optoelectronics, biolabelling and catalysis. In this work we summarized last achievements of the colloidal synthesis and applications of different nanoparticles, among which are semiconductor, metal and metal oxide materials.