Courses

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 Ness [Lecture Nodes] [Github]

• Causal inference and learning by Elena Zheleva [Reading list]

• Causal data science by Paul Hunermund [Course]

And here are some sets of lectures.

• Lectures on causality by Jonas Peters [Video]

• Drawing causal inference from big data – NAS Sackler Colloquium [Video]

• Causal inference in everyday machine learning by Ferenc Huszar [Video]

• Causal discovery by Bernhard Scholkopf [Video]