The album was produced by Eminem and Dr. Dre, amongst other producers, and features collaborations with Black Thought, Q-Tip, Juice Wrld, Ed Sheeran, Young M.A, Skylar Grey, Don Toliver, Anderson .Paak, Royce da 5'9", Kxng Crooked and Joell Ortiz among others.