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Nowadays the educational methodologies are being reconsidered to allow the successful achievement of the skills of the future computer engineer. The issue is based on adapting these methodologies from the point of view of the competences provided by the subjects. This work in progress focuses on identifying typologies subjects through data mining techniques. This categorization allows experts to study the best way of adapting the educational models in order to guarantee the acquisition of the expected competences.