An AI workshop was conducted by IEEE CS ENSIT with Wassim Arfa with the objective of introducing participants to the fundamental concepts of Artificial Intelligence and Machine Learning. The session included both theoretical explanations and practical exercises on building and testing simple machine learning models. The workshop created an interactive learning environment where around 20 participants explored the basics of AI through hands on activities and discussions, strengthening their understanding of key concepts and encouraging further involvement in IEEE Computer Society technical initiatives.