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Artificial Intelligence
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Classroom Contents
Mind Over Data - The One Thing You Know and Machines Don't
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- 1 Introduction
- 2 The One Thing You Know
- 3 Bayesian Networks
- 4 Mediation
- 5 Confounding
- 6 Example of a Confounding
- 7 No Causal Conclusions
- 8 Journal of the American Medical Association
- 9 Smoking and cancer
- 10 The frontdoor adjustment formula
- 11 Models
- 12 Conclusion
- 13 Artificial Intelligence
- 14 Uber Crash
- 15 Causation Ladder
- 16 The Road
- 17 Amazon Top 100
- 18 Diagram vs Physical Burden
