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Titlebook: On the Epistemology of Data Science; Conceptual Tools for Wolfgang Pietsch Book 2022 Springer Nature Switzerland AG 2022 Causal approach to

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Conclusion,utes. Essentially, data science is identified as a phenomenological approach relying primarily on inductive inferences. More exactly, the prevalent type of induction is variational induction. The second part comprising Chaps. ., ., ., ., and . develops a conceptual framework and a corresponding indu
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https://doi.org/10.1007/978-3-030-86442-2Causal approach to analogy; Causation difference making; Data science exploratory experimentation; Data
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Wolfgang PietschStudies the epistemological foundations of data science, in depth.Presents a defense of inductivism and an inductivist framework.Offers an elaboration of a variational approach to induction
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Variational Induction,general skepticism concerning inductivist approaches, variational induction has largely been neglected in twentieth century philosophy of science. However, variational induction constitutes the central methodology of phenomenological science. Also, most, if not all, data science and machine learning algorithms rely on variational induction.
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