Playing by ear means you listen and are more likely to remember it. That is a fact. However, that shouldn't mean you always play by ear. You can learn the sheet music and stop looking at it as soon as you can.

Back to the topic, I believe Marino Casino is fairly simple but I can't find any sheet music online.