MAKE THE CAKE.Preheat the oven to 180°C (350°F/Gas 4). Beat the butter with the caster sugar in a mixing bowl, then add the flour, baking powder, eggs, milk and finally the Cognac. Beat for 1 minute with an electric beater until the mixture is creamy and uniform.