Free
CoursePotential Outcomes Framework for Causal Inference
Use the Potential Outcomes Framework to estimate what we cannot measure.
Skill level
AdvancedTime to complete
Approx. 1 hoursCertificate of completion
Included with paid plansPrerequisites
1 courseWe suggest you complete the following courses before you get started with Potential Outcomes Framework for Causal Inference:- R for Programmers
About this course
You hear it all the time: “correlation is not causation.” By taking this course, you’ll find out what causation really is. Leverage the Potential Outcomes Framework to think counterfactually, and develop a formal language for causal inference.
Syllabus
Conceptual Foundations of Causal Inference
Establish a conceptual foundation for causal inference. Think counterfactual, and estimate what you want to know.
The platform
Hands-on learning
Don’t just watch or read about someone else coding — write your own code live in our online, interactive platform. You’ll even get AI-driven recommendations on what you need to review to help keep you on track.
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Practice Projects
Guided projects that help you solidify the skills and concepts you're learning.Assessments
Auto-graded quizzes and immediate feedback help you reinforce your skills as you learn.Certificate of Completion
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