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CMAC 3830: Intro to Machine Learning
3.00 Credits
Pennsylvania Western University
This course introduces various machine learning concepts and algorithms. Students will learn about the basics of machine learning as well as how machine learning is used during interactions in their everyday lives. Students will also be exposed to machine learning through a programming framework or GUI application (for example, Weka).
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CMAC 3830 - Intro to Machine Learning
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CMAC 3990: Special Topics in CS
1.00 - 3.00 Credits
Pennsylvania Western University
Provides for focused study of a special interest topic in computing using learning formats selected by the instructor as best suited for the particular course.
Prerequisite:
Prerequisites Set by Instructor
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CMAC 3990 - Special Topics in CS
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CMAC 4000: Operating Systems
3.00 Credits
Pennsylvania Western University
This course involves an introductory study of the main elements of an operating system memory management, process management, device management, and file management. An operating system defines an abstraction of hardware behavior with which programmers can control the hardware. It also manages resource sharing among the computer's users. This course investigates these concepts as well as issues that influence the design of contemporary operating systems, including management of processes, memory, devices, and files. Additional special topics may include scripting, security, fault tolerance, and real-time systems.
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CMAC 4000 - Operating Systems
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CMAC 4120: Parallel Processing
3.00 Credits
Pennsylvania Western University
Studies the architecture, algorithms, and programming that are involved with parallel processing. Students will learn how parallel architecture affects the design of parallel algorithms and parallel programming. Architectures shall include the prevailing message passing and shared memory architectures. Students will learn how to design parallel algorithms and how to think in parallel. Students will learn how to write parallel programs, using a prevailing parallel programming language. Programming may be done by remotely using an account at a supercomputer center, using serial computers that are working together to solve a problem (a cluster), or using an individual computer which has multiple processors within it.
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CMAC 4120 - Parallel Processing
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CMAC 4140: Theory of Languages
3.00 Credits
Pennsylvania Western University
This course is an introduction to abstract machine theory, combinatorial systems, computable functions, and formal linguistics. Topics include finite-state machines, regular sets, Turing machines, Chomsky hierarchy grammars and languages. Emphasis is on surveying basic topics and developing an intuitive understanding in the theory of languages.
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CMAC 4140 - Theory of Languages
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CMAC 4180: Language Translation
3.00 Credits
Pennsylvania Western University
This course studies the design and construction of compilers. Lexical analysis, syntactic analysis and code generation are investigated in detail. Language design, interpreters, semantic analysis, intermediate code generation and code optimization are also considered.
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CMAC 4180 - Language Translation
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CMAC 4200: Artificial Intelligence
3.00 Credits
Pennsylvania Western University
Surveys the thinking and some of the pioneering efforts in the area of artificial intelligence (AI), integrated with more traditional approaches to decision-making. Applies AI principles through the use of logic programming languages.
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CMAC 4200 - Artificial Intelligence
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CMAC 4250: Applications of ML & DL
3.00 Credits
Pennsylvania Western University
In this course, students apply machine learning and deep learning methods to evaluate data sets pertaining to various business contexts. Students will identify one or more learning tasks, accomplish each task using learning models, quantitatively evaluate the models, use software packages and tools to implement algorithms.
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CMAC 4250 - Applications of ML & DL
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CMAC 4500: Web Programming II
3.00 Credits
Pennsylvania Western University
This course introduces the student to server-side technologies. Students are required to write and test database driven websites that use both client-side and server-side scripts.
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CMAC 4500 - Web Programming II
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CMAC 4640: Info Systems Audit & Security
3.00 Credits
Pennsylvania Western University
Analyzes the information system audit process, provision and evaluation of controls in all aspects of information system operation, and the provision and maintenance of computer security. Stresses internal controls while examining specific controls and security.
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CMAC 4640 - Info Systems Audit & Security
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