ISBN-13: 9781108706698 / Angielski / Miękka / 2021 / 75 str.
Surveys major topics in the epistemology of big data based scientific approaches and defends an inductivist view of these approaches.
1. Introduction; 2. Defining Big Data; 3. Inductivism; 4. Machine Learning as Variational Induction; 5. Correlation and Causation; 6. The Role of Theory; 7. Novel Scientific Methodology?; 8. Conclusion.
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