Explore causal inference methods for determining cause-and-effect relationships. Learn to apply statistical techniques to identify causality in data.

Causal Inference Courses. The following is a list of free courses in Causal Inference, sorted by format and date.

Introduction to Causal Inference. A free online course on causal inference from a machine learning perspective.

Learn to make causal claims by combining data with arguments. Taught by Y. Samuel Wang, Mayleen Cortez-Rodriguez, Filippo Fiocchi, and Shira Mingelgrin.

There are 6 modules in this course. This course offers a rigorous mathematical survey of causal inference at the Master's level. Inferences about causation are ...

There are a few good courses to get started on causal inference and their applications in computing/ML systems. Causality in machine learning by Robert ...

CAUSALab's annual summer courses on causal inference are returning June 2025. Information regarding upcoming course offerings and registration will be ...

Our introduction to causal inference course for health and social scientists offers a friendly and accessible training in contemporary causal inference ...

This accompanying tutorial introduces key concepts in machine learning-based causal inference, and can be used as both lecture notes and as programming examples ...

This course provides you with conceptual understandings, as well as tools to learn causality from data.