Bourbon distillation is the process of purifying the bourbon by heating and vaporizing it. The vapor, once condensed, is collected to obtain a purer and more concentrated alcoholic substance. Most distillers put bourbon through distillation twice. In the first step, the bourbon goes through column stills.