Chuck Berry used semi hollow body guitars and almost all the stuff he played was written in keys not common for guitar, but more common for piano... Start by learning his songs...

For Billie Joe Armstrong.... once you have learned how to play guitar for about 6 months and learn basic barre chords - You'll sound exactly like him technically... gear wise. Basic Marshall and distortion. Mess around with cheap effect pedals.