Interview Preparation: Causal Inference

Julie Zhang
Towards Data Science
5 min readAug 11, 2023

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Photo by Isaac Smith on Unsplash

Causal inference lies at the heart of data science, enabling us to decipher intricate cause-and-effect relationships in the real world. In this article, we’ll explore key causal inference techniques, understanding their pros and cons, delve into real-life applications that demonstrate their significance, and equip aspiring data scientists with interview questions and answers to prepare for data science interviews.

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