Causal Inference Course
What will I learn?
Open your eyes to the power of causal inference with our well-organized course made for people who work with money matters. Get deep into how to collect and look after data, becoming a master at cleaning data and dealing with information that is missing. Study the important ideas of causal inference and why they are key when checking if government plans are working. Get real-world experience with computer programs for stats, regression analysis, and understanding the results. Learn how to talk about what you find in a way that everyone understands, using things like Instrumental Variables and Regression Discontinuity Design to give good advice on what government should do.
Apoia's Unique Features
Develop skills
Strengthen the development of the practical skills listed below
Become a data cleaning master: Make sure the money data you use is correct and reliable.
Handle missing data like a pro: Create plans to deal with datasets that are not complete.
Apply causal inference skills: Check if government plans are working by using advanced stats methods.
Do regression analysis well: Understand complex money connections with accuracy.
Talk about what you find clearly: Present insights based on data in a way that convinces people.
Suggested summary
Workload: between 4 and 360 hours
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
Examples of chapters you can add
You will be able to generate more chapters like the examples below
This is a free course, focused on personal and professional development. It is not equivalent to a technical, undergraduate, or postgraduate course, but offers practical and relevant knowledge for your professional journey.