Maynard Ferguson's Hollywood Party is an album released by Canadian jazz trumpeter Maynard Ferguson featuring tracks recorded in early 1954 and originally released on the EmArcy label as a 10-inch LP but reissued as a 12-inch album. The album was released on CD compiled with Jam Session featuring Maynard Ferguson as Hollywood Jam Sessions in 2005.