On the Epistemology of Data Science

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.

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• Epistemologia e teoria do conhecimento: Filosofia
• A filosofia analítica e positivismo lógico
• Algoritmos e estruturas de dados
• Pesquisa e estatística social
• Matemática para cientistas da computação

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