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Causal Inference for Data Science
Paperback
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When you know the cause of an event, you can affect its outcome. This accessible introduction to causal inference shows you how to determine causality and estimate effects using statistics and machine learning.
In Causal Inference for Data Science you will learn how to:
In Causal Inference for Data Science you will learn how to:
- Model reality using causal graphs
- Estimate causal effects using statistical and machine learning techniques
- Determine when to use A/B tests, causal inference, and machine learning
- Explain and assess objectives, assumptions, ...