mysql syntax

I am trying to use the mysql client to rename some tables
which have spaces in the table name. I have tried double
quotes, single quotes, etc, with no luck. I suspect
I am not escaping the space correctly. Can anyone lend
me the syntax?

show tables;
| My Table |

alter table "My Table" rename my_table <- does not work

v/r
-Mike