Preheat oven to 350°F (180°C). Line a 12-cup pan with cupcake paper cups. Set aside.
Sift the flour, cocoa powder, baking powder, baking soda and salt into a medium bowl. Set aside.
Using stand mixer fitted with whisk attachment or a hand mixer, beat the eggs with sugar and oil until lightened in color, about 3 minutes. Add the vanilla extract.
On low speed, add the flour mixture, alternating with the milk until the batter becomes smooth, about 2 minutes. Fold in the chocolate chips.
Fill each paper cup with the batter, about 90% filled. Bake the cupcakes for 20–25 minutes or until a cake tester comes out clean.
Remove the cupcakes from the pan and let cool completely on a wire rack. Prepare the Ganache.
Use a spatula or a piping bag to spread the ganache over the top of the cupcakes. Top the ganache with sprinkles, if you like.