This course teaches the canonical research designs in causal inference:
- Introduction to Causal Inference based on DAGs
- Instrumental Variables
- Marginal Treatment Effects
- Regression Discontinuity
- Synthetic Controls
The course is mainly based on Causal Inference: The Mixtape by Scott Cunningham and Mostly Harmless Econometrics by Josh Angrist and Steve Pischke. It also teaches some advanced material like regression kink designs or difference-in-differences with staggered adoption.
You can see an example for a video here: