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COMS W3261 Computer Science Theory

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The COMS W3261 Computer Science Theory course basically help students in learning computational thinking and get to know the basic models of computation that incline modern computer hardware, software, and programming languages. Students also discover that there are limits on how quickly computers can resolve some problems and that there are some problems that no computer can resolve.

The above-stated course will cover the significant formal languages in the Chomsky hierarchy -- the regular sets, the context-free languages, along with the recursively enumerable sets -- also the formalisms that produce these languages and the machines that recognize them. The course will introduce the fundamental concepts of computability and complexity theory by emphasizing on the question, "What are the basic capabilities and restrictions of computers?" The course as well introduce probably approximately correct learning, the model of computation underlying machine learning, the model of computation underlying functional programming languages and the untyped lambda calculus.

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