Explore causal inference in this comprehensive 2-hour 36-minute lecture from the Nordic Probabilistic AI School (ProbAI) 2024. Delve into the fundamental concepts and techniques of causal inference as presented by Adele Ribeiro. Learn how to identify causal relationships, understand the differences between correlation and causation, and apply causal reasoning to real-world problems. Access accompanying materials on GitHub to enhance your learning experience. Gain valuable insights into this critical field of study, essential for data scientists, researchers, and anyone interested in uncovering the true nature of cause-and-effect relationships in complex systems.