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Preheat oven to 180°. Grease and line a 23cm round springform cake tin.
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In a bowl, beat butter, sugar and vanilla until pale and creamy. Add eggs one at a time, beating well after each addition. Beat in the sour cream.
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Using a spatula or wooden spoon, fold in the ground almonds, flour, and baking powder.
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Spread half of the mixture evenly into the tin and top with half of the fruit - you do not need to press it in. Spread over the remaining mixture and arrange the rest of the fruit on top.
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Bake for 45-55 minutes or until a skewer inserted in the middle comes out clean.
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Let cake cool in tin for at least 30 min before removing. Dust with icing sugar to serve. Store left overs in the fridge in hot weather.