You can’t do it in bulk, I’m afraid. You have to un-burn every item you want to re-learn manually via the individual item pages. There is a “resurrect” button at the very bottom of the item page of burned stuff.
Alternatively, you can look through the list of scripts for things that can help you practice burned stuff. 