Heat oven to 350°F. Grease and flour 12-cup Bundt® or 10-inch tube pan. In large bowl, combine flour, sugar, brown sugar, baking soda, salt and cinnamon; mix well. Add oil, brandy, vanilla and eggs. With spoon, stir until well blended. (Mixture will be very thick). Fold in apples and nuts. Pour and spread batter in greased and floured pan.
Bake at 350°F. for 50 to 60 minutes or until toothpick inserted in center comes out clean. Cool cake in pan 10 minutes. Invert cake onto serving plate. Cool 1 hour or until completely cooled.
In small saucepan over medium heat, cook butter until light golden brown, stirring constantly. Remove from heat. Add powdered sugar and 2 tablespoons apple cider; blend well. Add additional apple cider until of desired drizzling consistency. Spoon glaze over cake, allowing some to run down sides.