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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.
Learning Theories & Cognition
Associationist theories (Pavlov, Thorndike, Skinner), cognitive theories (Piaget, Bruner, Ausubel), ACT cognitive architecture (Anderson), and connections to machine learning.
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