Combine coffee beans, cocoa, and nutmeg; toss well.
Place mixture in container of a coffee grinder; process to a medium grind.
Assemble drip coffee maker according to manufacturer's instructions.
Layer almonds in paper filter or filter basket; top with ground coffee mixture.
Pour almond extract over coffee mixture.
Add water to coffee maker and brew.
Serve immediately with cream and sugar to taste.