In a large mixing bowl with a hand mixer, beat the cream cheese and sugar until smooth and creamy (about 2 minutes).
Add the sour cream and vanilla, mixing just until combined.
Beat in the eggs on low speed, scraping the sides as needed.
Fold in mini chocolate chips and cookie dough chunks evenly throughout the batter.
Pour over the crust and smooth the top.
Wrap the outside of the pan with two layers of heavy-duty foil to make it leak-proof in the water bath.
Place the wrapped springform pan inside a large roasting pan.
Pour hot water into the roasting pan until it reaches halfway up the sides of the cheesecake pan.
Carefully place in the oven and bake for 50-60 minutes, or until the edges are set and the center jiggles slightly when gently shaken.
Remove from the oven and allow to cool at room temperature for 1 hour.
Refrigerate for at least 6 hours or overnight.