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This video tutorial focuses on the theory of computation, specifically on converting non-deterministic finite automata (NFA) to deterministic finite automata (DFA). The key difference between NFA and DFA lies in the transition function - DFA has only one path while NFA can have multiple paths. The process of converting NFA to DFA is explained, highlighting that it is possible, but the reverse is not possible. The tutorial uses a simple example with three states and input symbols to illustrate the concept.