Insight learning is a type of learning that occurs suddenly through understanding relationships between problem parts rather than trial and error. It involves an "Aha!" or Eureka moment where the solution is suddenly revealed, bringing order to seemingly chaotic data. Insightful learning depends on certain factors like initial unsuccessful problem-solving attempts and taking breaks that allow unconscious connections to form.