Design patterns provide standardized solutions to common programming problems that can be reused in code. There are three main categories of design patterns: creational patterns that create objects, structural patterns that organize relationships between entities, and behavioral patterns that define communication between objects. Some examples included in the document are the singleton pattern to ensure only one instance, the bridge pattern to separate interfaces from implementations, and the observer pattern to notify objects of state changes.