Java 8 introduced the Stream API, which makes filtering nulls elegant and functional.Apache Commons and Google Guava provide utilities for removing null elements from a List.Stream API and removeIf() method are preferred for modern Java projects due to their readability and power.Classic loops are still viable for legacy projects, while Apache Commons and Guava offer expressive options.