Causal Inference in Machine Learning: DoWhy and EconML

In the realm of machine learning, most models excel at identifying patterns and making predictions based on correlations in data. However, correlation does not imply causation—a fundamental principle that has significant implications for decision-making in business, healthcare, policy, and scientific research. This is where causal inference comes into play, offering a methodical approach to understanding … Read more