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Causal inference Course

Causal inference Course
from 4 to 360h flexible workload
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. Handle data prep, diagnostics, and checks. Use R or Python for repeatable workflows, clear reporting, and evidence-based policy or investment choices.

Elevify advantages

Develop skills

  • Design causal DAGs to identify biases and valid paths clearly.
  • Estimate treatment effects via regression with strong economic insights.
  • Implement matching, PS, IPW, and diagnostics for fair comparisons.
  • Apply instrumental variables, 2SLS, and justify LATE in policy contexts.
  • Develop reproducible workflows for transparent causal analysis and reporting.

Suggested summary

Before starting, you can change the chapters and 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 for the Prison System, and the course from Elevify was crucial for me to be chosen.
EmersonPolice Investigator
The course was essential to meet my boss's and the company's expectations.
SilviaNurse
Very great course. Lots of rich information.
WiltonCivil Firefighter

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