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This lecture covers a recap on non-deterministic finite automata (NFA) and introduces the determinization process, explaining the conversion from NFA to deterministic finite automata (DFA). The instructor discusses the use of regular expressions, the acceptance of NFAs, and the transformation of NFAs into DFAs. Various concepts such as state equivalence, subset construction, and power set are explored in detail.