Causal Inference with Machine Learning: Why It Matters in Business Decision-Making
Author(s): Hajime Takeda Originally published on Towards AI. Understanding Traditional Approaches and the Rise of Causal Machine Learning TL; DR: Causal inference has traditionally been used in fields such as economics, health studies, and social sciences. In recent years, algorithms combining causal …
Meta Learners: Measuring Treatment Effects with Causal Machine Learning
Author(s): Hajime Takeda Originally published on Towards AI. TL;DR: In recent years, algorithms combining causal inference and machine learning have been a hot topic. In my previous article, I discussed the basics of Causal Machine Learning. This article aims to explain Meta …
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