Project Based Learning techniques have given rise to other learning techniques as Research Works Based Learning (RWBL). This technique is especially interested in the teching-learning process of Materials Processing Technologies related disciplines. This work reports on the results of the application of RWBL techniques in a subject of the Cadiz University's Master in Manufacturing Engineering: Engineering of Non-Conventional Materials Removing Processes. Proposed research works have been designed on the basis of a classic research paper structure: Introduction, State of the Art, Experimental Procedure, Results, Discussion and Conclusions. These proposed works were focused on a comparative analysis of different machining processes, mainly, electro-discharge machining, abrasive waterjet machining and high speed machining. This experience can be considered highly successful because the 100% of the students reached the learning objectives of the subject.