We will develop course materials to introduce students to parallel computational thinking. This is necessitated by the change in computer hardware which forces those who are doing scientific computation to ensure that their algorithms can be made parallel. Such a change is needed early in a students introduction to numerical methods so that they choose appropriate procedures efficient for scientific computation.