Essential Causal Inference Techniques for Data Science
Completed by Umesh Kauche
September 30, 2025
2 hours (approximately)
Umesh Kauche's account is verified. Coursera certifies their successful completion of Essential Causal Inference Techniques for Data Science
What you will learn
Learn the limitations of AB testing and why causal inference techniques can be powerful.
Understand the intuition behind and how to implement the four main causal inference techniques in R.
Explore newer methods at the intersection of causal inference and machine learning and implement them in R.
Skills you will gain
- Category: Statistical Inference
- Category: Data Analysis
- Category: Statistical Machine Learning
- Category: Applied Machine Learning
- Category: Data Science
- Category: Statistical Methods
- Category: Machine Learning
- Category: Regression Analysis
- Category: R Programming
- Category: R (Software)
- Category: Data-Driven Decision-Making
