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Causal inference Course

Causal inference Course
flexible workload of 4 to 360h
valid certificate in your country

What will I learn?

Gain practical skills in causal inference to design and assess programmes with reliable impact results. Master DAGs, counterfactuals, matching, weighting, regression, and instrumental variables, along with data prep, checks, and diagnostics. Use R or Python for repeatable workflows, clear reporting, and data-driven policy or investment choices.

Elevify advantages

Develop skills

  • Design causal DAGs to identify biases and valid paths clearly.
  • Estimate treatment effects using regression with economic insights.
  • Implement propensity score matching, IPW, and balance diagnostics.
  • Apply 2SLS instrumental variables and justify LATE in real policies.
  • Create reproducible workflows for transparent causal analysis.

Suggested summary

Before starting, you can change the chapters and the workload. Choose which chapter to start with. Add or remove chapters. Increase or decrease the course workload.
Workload: between 4 and 360 hours

What our students say

I was just promoted to Intelligence Advisor of the Prison System, and the course from Elevify was crucial for me to be chosen.
EmersonPolice Investigator
The course was essential to meet the expectations of my boss and the company I work for.
SilviaNurse
Very great course. Lots of rich information.
WiltonCivil Firefighter

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