IU's sister told her about the cake that their father had ordered several days ago before he died. So they opened it in the kitchen. It says "최고다 이순신" - You Are The Best Lee Soon Shin.
And that's how the title of this drama came from. The final words of her father written onto the cake.
So extremely sad.