Welcome to iMore! They changed how it's done. I liked it better the other way. You have Beats1 Radio. And you can create radio stations based on your likes. Go to Radio in the music app. Type in a favorite artist. You should be able to create a radio station based on that artist. Or scroll down for a list.
Beats1
Others in the list. Scroll down.