Coarsely chop the almonds.
Combine cake flour, baking powder, sugar, and salt in a bowl and mix.
Add cold butter and mix by hand until the mixture becomes crumbly.
Add the chopped almonds and mix.
Pour in fresh cream and milk to complete the dough.
Place the dough on a floured surface and shape it into a circle.
Cut into desired sizes, then shape the pieces into scones.
Bake in a preheated oven at 180°C (356°F) for 20–25 minutes.