The preparation of chromosomes for visualization involves several steps. First, cells are cultured and arrested at metaphase using a mitotic inhibitor like colcemid. The cells are then harvested, treated with a hypotonic solution to swell them, and fixed onto slides. After fixation, the chromosomes are stained using appropriate dyes or probes based on the visualization technique being employed.