Causal Inference
AI/ML Fundamentals
Methods to identify cause-effect relationships
What is Causal Inference?
Techniques like randomized trials, instrumental variables, and causal graphs distinguish correlation from causation—essential for policy and decision-making.
Real-World Examples
- •Estimating treatment effects
- •A/B test causal analysis