'normalize' originates from the Latin word 'normalis,' where 'norma' meant 'a carpenter's square or rule.'

'normalis' transformed into the French word 'normaliser,' and eventually became the modern English word 'normalize.'

Initially, it meant 'to make conform to a rule or standard,' and this meaning has largely remained the same in modern usage.