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Preheat the oven to 350 degrees. Use a little butter to grease a 9-inch round cake pan—don’t spray it with cooking spray, you need to use butter or the cake won’t rise properly. Set pan aside.
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Whisk the flour, baking powder, and salt together in a small bowl. (These are your dry ingredients.)
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Place the butter in a medium bowl and beat with an electric mixer until creamy.
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Add the sugar and beat on medium speed for about 3 minutes, scraping down the sides and bottom of the bowl as needed. The mixture should get very light and fluffy.
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Add the vanilla extract, almond extract, and eggs and beat until well combined. Turn mixer to low and mix in the dry ingredients until just combined.
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Scrape the batter into the prepared pan and spread into an even layer.