No, you don’t, unless you’re a professional gambler. As long as your online casino gambling is just a hobby, your winnings won’t be regarded as a taxable income. Just to be on the safe side, you should talk to a lawyer to give you a clear answer. Or you can contact the casino's customer support — they'll be glad to help you out!