Put [] around any field names that had spaces (as Dreden says) and save your query, close it and reopen it.
Using Access 2016, I still had the error message on new queries after I added [] around any field names... until the Query was saved.
Once the Query is saved (and visible in the Objects' List), closed and reopened, the error message disappears. This seems to be a bug from Access.