Alcohol is not my favorite beverage. But perhaps for those who look for every opportunity to indulge their drinking desire, there is no better excuses than birthday. In Mr.P's context, it's excatly that which is a depiction of a drinking binge. Although the word "party" is omitted, "a birthday" was meant to be a celebration of one's birth, but in this case, it's a celebration of wild drinking.