Make the tea cake
In a food processor, combine the almonds and granulated sugar and pulse until finely ground. Transfer the ground almonds to a large bowl and add the butter; beat with a handheld electric mixer at medium speed until fluffy, about 3 minutes. Beat in the eggs, one at a time, then the vanilla. At low speed, beat in half the flour mixture and then all of the milk, followed by the remaining flour mixture.