A case study of curriculum experimentation based on the course clustering strategy to enhance student learning is reported in this paper. The study involved, in an unconventional manner, clustering the courses in dynamics and design of machinery by changing their sequence from serial to parallel; namely, the two courses were offered in the same semester and taken by the same group of students. A third course on computer applications covering tools of MCAD and CAE was also included in this study, as part of the course cluster to further solidify the just-intime, learn-and-apply process. Results from student performances and course surveys indicate that the study was a success and the course clustering strategy indeed improves student learning.