Dependency injection is a design pattern where dependencies or services are passed into dependent objects rather than dependent objects creating them. This loose coupling allows for flexible and modular code. Dagger is a dependency injection framework for Android that uses annotations like @Inject and @Provides to specify dependencies and instantiate them. It handles resolving dependencies and provides instances where needed.