High cohesion and low coupling are characteristics of good design that make software components more independent and modular. Cohesion refers to how related the responsibilities of a component are, while coupling refers to interdependencies between components. The document defines and provides examples of different types of cohesion and coupling, from ideal to poor, to help understand their impacts on maintenance and modifiability.