In this Very Short Introduction, Guido Caldarelli and Michele Catanzaro discuss the nature and variety of networks, using familiar examples from society, technology, nature, and history. They show how networks self-organize and the role they play in processes like large-scale blackouts and computer virus outbreak. They also describe the wide and important applications of network theory in a range of areas including genetics, ecology, technology, and management