Complex sentence: It was during this time that he taught himself to play a number of musical instruments, including guitar, piano, violin, bass guitar and drums.
Split into simpler sentences: It was during this time that he taught himself to play a number of musical instruments. These included the guitar, piano, violin, bass guitar and drums.