The ProbAI is here to provide an inclusive education environment serving state-of-the-art expertise in machine learning and artificial intelligence with a probabilistic twist. With a carefully designed curriculum and a seamless blend of theory and hands-on sessions, our expert team of invited lecturers will guide you through five intensive days each dedicated to a different topic: introduction to probabilistic modeling, variational inference and optimization, conformal predictions, deep generative models, geometric probabilistic models, and probabilistic circuits.