Question: Is it possible to have my birthday set to Public so everyone can check that on my profile but my friends won't get the birthday reminder?

Answer: 
**No**. As of now it is not possible. Changing the privacy setting for date and month to "Only me" will not notify to your friends.
It's not possible, at all. The reminder must be visible either :by you, public....