The other new inductees include: Heart, blues guitarist Albert King, Randy Newman, Donna Summer and Flavor Flav's hip-hop group, Public Enemy.
The ceremony will take place April 18th in Los Angeles. It'll air May 18th on HBO.
Those who were nominated this year but did NOT get in are: Joan Jett and the Blackhearts, Chic, Kraftwerk and The Paul Butterfield Blues Band.
The first-time nominees who didn't make it include: Procol Harum, The Marvelettes, The Meters, rappers N.W.A. and Deep Purple, who are probably the BIGGEST snub.
Even though this was Deep Purple's first nomination, they've been eligible for 19 YEARS.
(--To be eligible for induction into the Rock and Roll Hall of Fame, an act has to have released its first recorded output at least 25 years prior to the year in which it was nominated.)