Create an ultra-moist Southern Sweet Potato Pound Cake from scratch. This recipe delivers a velvety, tender crumb packed with warm spices, finished with a tangy cream cheese glaze. It is the best sweet potato pound cake for your fall baking or Thanksgiving dessert.