Tomorrow Never Knows is a collection of 14 classic Beatles tracks, deemed to be among their "most powerful rock songs".
'Paperback Writer', 'Back In The USSR', 'Helter Skelter' and 'Savoy Truffle' are among the tracks included.
The compilation was released earlier today (July 24), along with a free promo video for their song 'Hey Bulldog'.
Foo Fighters frontman Dave Grohl also wrote a letter especially for the album about what the band meant to him.
"If it weren't for The Beatles, I would not be a musician," he wrote.
"The Beatles seemed to be capable of anything. They knew no boundaries, and in that freedom they seemed to define what we now know today as 'Rock and Roll'."
He added: "From one generation to the next, The Beatles will remain the most important rock band of all time. Just ask [daughter] Violet."
Ringo Starr recently said that he is "proud" that The Beatles' music is still popular with young people.
Listen to 'Helter Skelter' by The Beatles below: