Artificial Intelligence (AI) and Machine Learning (ML) are transforming humanitarian action by enabling faster decision-making, improved targeting, better forecasting, and more efficient programming across sectors such as health, WASH, protection, education, food security, logistics, and emergency response. This practical training equips humanitarian practitioners with foundational knowledge and applied skills to use AI and ML tools responsibly in their work.