To learn cake packaging design, one can start by studying basic graphic design principles and techniques. This includes understanding color theory, typography, and layout design. It's also beneficial to familiarize oneself with various materials and techniques used in packaging, such as paper, plastic, and metal. Additionally, exploring case studies and following professionals in the field can provide valuable insights. Enrolling in a course or seeking mentorship can further enhance one's skills in cake packaging design.