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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.
Epistemology & Scientific Method
Causality vs correlation, rationalism vs empiricism, GΓΆdel incompleteness theorems, self-reference in logic and AI, algorithm limits (Turing, Lucas, Penrose), determinism vs probabilism.
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