With the mixer on low speed, add the dry ingredients, alternating with the milk. Pour the batter into the pan and bang it sharply on the counter to eliminate any air bubbles. Bake until a toothpick inserted in the centre comes out clean, 40 to 45 minutes. If you used a novelty cake pan, let the cake cool for about 30 minutes. Unmould and let cool completely.