Courses are structured in a progressive order, moving from introductory intuition to theoretical foundations and then to applied estimation workflows. The sequence below represents the recommended learning order:
Causal AI in a Nutshell
Causal AI: A Theoretical Introduction
Causal Inference with Linear Regression: A Modern Approach (Part I)
Causal Inference with Linear Regression: A Modern Approach (Part II)
At the same time, courses can also be taken individually depending on prior experience or learning goals. Make sure to check the course prerequisites beforehand to confirm you have the necessary background knowledge.
Yes. Some participants purchase Causal Academy courses through their employer or use a professional development / learning budget.
If you purchase the course yourself and need an invoice for reimbursement or administration purposes, you can request one by emailing jamillacooiman@causalacademy.com after purchase.
If your organization needs specific supplier details, invoice information, or a different payment process before purchase, please contact jamillacooiman@causalacademy.com beforehand.
Yes. If multiple people from the same organization would like to join, a team option is possible.
In those cases, a team discount is usually available because the courses are purchased in bulk. Please contact jamillacooiman@causalacademy.com to discuss the options.
You can request a refund within 14 days after purchase, as long as less than 20% of the course has been completed.
To request a refund, please contact jamillacooiman@causalacademy.com.
You can purchase the courses online by credit card or PayPal.
If your organization needs a different payment process, please contact jamillacooiman@causalacademy.com beforehand.
After purchase, you have indefinite access to the course materials. This means you can revisit the videos, slides, notebooks, exercises, and solutions whenever you want.
Yes. You receive a certificate of completion after completing the course.