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Preheat oven to 350 degrees F and grease two standard doughnut pans.
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In large mixing bowl, whisk together eggs, oil, milk and vanilla extract.
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Add cake mix and whisk until smooth with no lumps remaining.
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Bake 10 to 12 minutes or until doughnuts are risen, golden brown and firm.
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Transfer doughnuts to wire rack and cool completely.
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After doughnuts are completely cool, make glaze.
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To make glaze, whisk together powdered sugar and milk until smooth.
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Dip tops of doughnuts firmly into glaze, shake off excess and return to the rack for glaze to harden.
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Garnish with sprinkles while glaze is still wet.