This session will be a practical introduction to machine learning and AI for charities. Through real-world examples and case studies, attendees will learn the fundamental concepts of ML/AI in plain language, gaining an understanding of how these technologies differ from other approaches. The session will explore three core ML techniques: classification, regression, and clustering. We'll examine both successful implementations and examples where ML doesn't work as expected, helping you understand when and how to apply these tools effectively.