Goku learned the Kamehameha by observing Master Roshi perform it during the early episodes of Dragon Ball. Amazingly, Goku replicated the technique after seeing it just once, showcasing his natural talent for martial arts and energy control. This moment marked the beginning of his journey mastering the iconic move.