Active learning is a paradigm where students take a more active role in their learning process. In this paper, two team-based evaluation activities are established for students according to the principles of active learning in order to assess their knowledge, skills and attitudes. These activities were based on scenarios related to network administration issues, and at a later stage, each team had to make a pitch presentation about what they did and how they did it to address them. Each presentation was rated by all students with a specific construct on a peer review basis, which had previously been validated by a panel of experts. The results obtained revealed quite high values with low variability and an acceptable reliability. Additionally, the level of motivation was also assessed, indicating a high level of motivation while undertaking the activities.