Spring IoC implements Inversion of Control and Dependency Injection in Java applications. It allows decoupling of classes and dependencies through mechanisms like dependency injection. The Spring framework provides an IoC container that manages object lifecycles and dependencies through metadata configuration and dependency injection. Common dependency injection styles in Spring include constructor injection and setter injection.