While Apple Music is a streaming service, the iTunes Store still sells DRM-free copies of the album. This is ideal for iPhone users. You get AAC files (superior to MP3 at the same bitrate). Purchase once, and you can download the album to your library forever.
Some standout tracks include:
Here are the to download The Eminem Show full album: The Eminem Show Download Full Album