This video explains how to determine associations between the class of passengers on the Titanic and their survival rates. They demonstrate how to calculate conditional relative frequencies and caution against making assumptions based solely on joint frequencies. By comparing the survival percentages for each class, they conclude that there is a significant association between the class of the ticket and the chances of survival.