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Understanding Causal Inference
Ctrlk
  • A Guide to Causal Inference
  • Table of Contents
  • About-us
  • Preface
  • What is Causality?
  • Why bother with Causality?
  • Origin of Causality
  • Statistical Inference Vs Causal Inference
  • Decision-Making
  • Why we need Causality?
  • Key Causal Terms and FAQ
  • Assumptions
  • Bias
  • Causal Graphs
  • Counterfactuals
  • Modeling for Causal Inference
  • Tools and Libraries
  • Limitations of Causal Inference
  • Real-World Implementations
  • What's Next
  • References
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References

Good read on the Topic

  1. https://diginomica.com/ai-curve-fitting-not-intelligence

  2. https://towardsdatascience.com/why-do-we-need-causality-in-data-science-aec710da021e

  3. adam kelleher’s introductory series

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Last updated 5 years ago

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