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AI Foundations & Philosophy
Epistemology and scientific method, reasoning types (deductive, inductive, abductive), learning theories, Industry 4.0 and Big Data concepts, AI ethics and socio-political implications, determinism vs freedom.
Big Data Concepts
Big Data definition, structured vs unstructured data, domains (finance, medicine, military, telecom), challenges (security, speed, integration), and Theory-Guided Data Science (TGDS).
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