Redirecting non-existing paths to a specific page

I am trying to redirect users who browse paths that doesn't exist to another page I set. Example: site.com/dhdhshs will redirect users to a specitic page because the path is not available. How can I do this, also what kind of file should I create or edit on the webserver? Thanks