Preheat the oven to 325°F. Grease and flour a 10-12 cup Bundt pan.
In a large mixing bowl, cream together the butter and sugar until light and fluffy, about 3-4 minutes.
Add the eggs one at a time, beating well after each addition. Stir in the vanilla extract.
In a small bowl, stir the lemon juice and whole milk together and let sit for 2 minutes.
In a separate bowl, whisk together the flour, baking powder, baking soda, and salt.
Gradually add the dry ingredients and milk to the creamed mixture, mixing until just combined. Pour the batter into the prepared pan.
Bake for about 60 to 70 minutes, or until a toothpick inserted in the center comes out clean. If needed, cover with foil during the final 20 minutes of baking to prevent over-browning.
Allow the cake to cool in the pan for 10 minutes before inverting onto a wire rack to cool completely. Serve cake by itself or with toppings such as whipped cream and berries.