Preheat oven to 350 degrees F (175 degrees C). Lightly grease an 8×4 inch loaf pan.
Combine sugar, butter, bananas, eggs, flour, baking soda, milk, salt and vanilla extract in a large mixing bowl; beat well. Pour batter into prepared pan.
Bake in a preheated oven for 60 minutes, or until a toothpick inserted into the center of the loaf comes out clean.
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