Combine cream cheese and milk.
Add crabmeat, onion, horseradish, salt, pepper and 1/3 cup of the almonds.
Blend entire mixture well with a spoon.
Plance in casserole dish and sprinkle with remaining almonds.
Bake at 375 degrees for 15 minutes.