Yes, it's possible. But it's more difficult because you have to create the navigation manually. Navigation component reduce boilerplate https://developer.android.com/guide/navigation?hl=es-419

There's a video in the documentation that explains the navigation component very well.

For beginners, it's better to use the navigation component.