The paper related the work undertaken at the Singapore Maritime Academy to run an IT-infused Certificate of Competency course for Steam Propulsion. Instead of traditional lectures, the learners were encouraged to move towards self-directed learning, knowledge creation, self-evaluation of competence and contribute to the growth of a core knowledgebase in steam engineering through collaboration and sharing among the participants. The experiments conducted with CmapTools software suite provided knowledge visualization and access points to the core KBS. According to Novak and Cañas (2008), knowledge creation by individuals facilitates the process of learning for the learners. A system of shipboard procedural knowledge capture was introduced, which is expected to have a significant impact on keeping the content knowledge updated and incrementally enhance the core KBS at SMA. It is claimed that such course structures might provide some answers to the gap in competency between knowledge and proficiency acquired at MET institutions and the real requirement at sea.