This list would be incomplete without Eddie Van Halen appearing on it. Initially trained as a classical pianist, Eddie soon gave birth to the foot-tapping guitar style that encouraged hard rock. His work on the fretboard is legendary, and he is an easy contender for the title of one of the fastest guitar players of all time. He held the limelight for around 30 years spanning from the ’70s all the way till the ’90s.