Try a dictionary Generally, when you hear about something you find out the details; when you hear of something you learn that it exists.
'Have you heard about Julie and John?'
'I knew they were an item now. But tell me all about it.'
'Have you heard of the Beast of Bodmin?'
'No, I've never heard of it.'