What you'll 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'll practice
Applied Machine Learning
R Programming
Data Analysis
Statistical Methods
Machine Learning
Statistical Machine Learning
Advanced Analytics
Data Science
Statistical Inference
Data-Driven Decision-Making
Regression Analysis
Predictive Modeling
Classification And Regression Tree (CART)
