Easy question, hard answer.
If you want the easy answer: one new folder, look through everything you want to keep, and copy it to the new folder. Then delete the rest.
For a quick deuplication, fdupes will find exact duplicates. Read the man page, because there's a cache option you probably want to use.
If there are inexact duplicates, like photos or videos, use tools like czkawka.