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You're reading from  Causal Inference and Discovery in Python

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Published inMay 2023
PublisherPackt
ISBN-139781804612989
Edition1st Edition
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Aleksander Molak
Aleksander Molak
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Aleksander Molak

Aleksander Molak is a Machine Learning Researcher and Consultant who gained experience working with Fortune 100, Fortune 500, and Inc. 5000 companies across Europe, the USA, and Israel, designing and building large-scale machine learning systems. On a mission to democratize causality for businesses and machine learning practitioners, Aleksander is a prolific writer, creator, and international speaker. As a co-founder of Lespire, an innovative provider of AI and machine learning training for corporate teams, Aleksander is committed to empowering businesses to harness the full potential of cutting-edge technologies that allow them to stay ahead of the curve.
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References

Alexander, J. E., Audesirk, T. E., & Audesirk, G. J. (1985). Classical Conditioning in the Pond Snail Lymnaea stagnalis. The American Biology Teacher, 47(5), 295–298. https://doi.org/10.2307/4448054

Archie, L. (2005). Hume’s Considered View on Causality. [Preprint] Retrieved from: http://philsci-archive.pitt.edu/id/eprint/2247 (accessed 2022-04-23)

Falcon, A. “Aristotle on Causality”, The Stanford Encyclopedia of Philosophy (Spring 2022 Edition), Edward N. Zalta (ed.). https://plato.stanford.edu/archives/spr2022/entries/aristotle-causality/. Retrieved 2022-04-23

Gopnik, A. (2009). The philosophical baby: What children’s minds tell us about truth, love, and the meaning of life. New York: Farrar, Straus and Giroux

Gutierrez, P., & Gérardy, J. (2017). Causal Inference and Uplift Modelling: A Review of the Literature. Proceedings of The 3rd International Conference on Predictive Applications and APIs in Proceedings of Machine Learning Research, 67, 1-13

Hernán M. A., & Robins J. M. (2020). Causal Inference: What If. Boca Raton: Chapman & Hall/CRC

Hume, D., & Millican, P. F. (2007). An enquiry concerning human understanding. Oxford: Oxford University Press

Kahneman, D. (2011). Thinking, Fast and Slow. Farrar, Straus and Giroux

Lorkowski, C. M. https://iep.utm.edu/hume-causation/. Retrieved 2022-04-23

Stahl, A. E., & Feigenson, L. (2015). Cognitive development. Observing the unexpected enhances infants’ learning and exploration. Science, 348(6230), 91–94. https://doi.org/10.1126/science.aaa3799

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Author (1)

author image
Aleksander Molak

Aleksander Molak is a Machine Learning Researcher and Consultant who gained experience working with Fortune 100, Fortune 500, and Inc. 5000 companies across Europe, the USA, and Israel, designing and building large-scale machine learning systems. On a mission to democratize causality for businesses and machine learning practitioners, Aleksander is a prolific writer, creator, and international speaker. As a co-founder of Lespire, an innovative provider of AI and machine learning training for corporate teams, Aleksander is committed to empowering businesses to harness the full potential of cutting-edge technologies that allow them to stay ahead of the curve.
Read more about Aleksander Molak