Take 1/2 cup of baking soda, 3 table spoons of liquid dish soap, and a little bit of water. Mix all this together and make a paste. Take a damp cloth and rub a good amount onto your stove, and on the inside of your sink and faucet.
Let this sit for about 15 minutes, then with a clean wet cloth rinse, and it will look brand new.