On the Epistemology of Data Science

On the Epistemology of Data Science

Conceptual Tools for a New Inductivism

Pietsch, Wolfgang

Springer Nature Switzerland AG

12/2022

295

Mole

Inglês

9783030864446

15 a 20 dias

486

Descrição não disponível.
Preface.- Chapter 1. Introduction.- Chapter 2. Inductivism.- Chapter 3. Phenomenological Science.- Chapter 4. Variational Induction.- Chapter 5. Causation As Difference Making.- Chapter 6. Evidence.- Chapter 7. Concept Formation.- Chapter 8. Analogy.- Chapter 9. Causal Probability.- Chapter 10. Conclusion.- Index.
Causal approach to analogy;Causation difference making;Data science exploratory experimentation;Data science phenomenological science;Data science and explanation;Epistemology of data science;Refining eliminative induction;Symmetries in probabilistic reasoning;Variational approach to induction;data science theory;data science theory-driven experimentation;data science inductivist framework;data science analogy;data science probability;data science causation;data science inductivist methodology;data science epistemology;foundations of data science;Federica Russo inductive methodology