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CIS 677: High-performance Computing
3.00 Credits
Grand Valley State University
Introduction to parallel and high-performance computing. Coverage includes modern scalable parallel and distributed architectures, design and analysis of algorithms, communication and synchronization issues, software development environments, and performance evaluation. Case studies include applications in bioinformatics, evolutionary computing, data mining of biological and clinical databases, and knowledge-based systems. Prerequisite: CIS 500 or CIS 661 or equivalent.
Prerequisite:
Prerequisite: CIS 500 or CIS 661 or equivalent.
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CIS 677 - High-performance Computing
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CIS 678: Machine Learning
3.00 Credits
Grand Valley State University
Broad introduction to machine learning computer programs that improve their performance with experience. Topics include decision trees, neural networks, statistical methods, genetic algorithms, Bayesian learning methods, explanation-based goal regression, reinforcement learning, and learning frameworks. Includes an applied machine learning component that provides exposure to established algorithms and machine learning programs. Prerequisite: CIS 500 or CIS 661 or equivalent.
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Prerequisite: CIS 500 or CIS 661 or equivalent.
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CIS 678 - Machine Learning
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CIS 679: Special Topics in Database Management
3.00 Credits
Grand Valley State University
This course covers emerging trends in database management systems to help students identify topics for research during and beyond the course. Specific contents and level of emphasis of each topic will be determined by the interests and expertise of faculty and students. Prerequisite: CIS 673 or CIS 660.
Prerequisite:
Prerequisite: CIS 673 or CIS 660.
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CIS 679 - Special Topics in Database Management
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CIS 680: Special Topics in Computer Information Systems
9.00 Credits
Grand Valley State University
Discussion of current advances in computer information systems theory, methodologies, and support systems. (3-0-0)
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CIS 680 - Special Topics in Computer Information Systems
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CIS 685: Computing Practicum
1.00 Credits
Grand Valley State University
Field-based experience designed to provide professional experience for graduate students (especially full-time international students). Each practicum must be with approval by the graduate program chair, or the director of the School of Computing.
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CIS 690: Thesis Research Preparation
3.00 Credits
Grand Valley State University
Faculty-supervised study and research on a suitable topic in computer information systems. Prerequisite: Consent of thesis advisor.
Prerequisite:
Prerequisite: Consent of thesis advisor.
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CIS 690 - Thesis Research Preparation
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CIS 691: Medical and Bioinformatics Capstone
3.00 Credits
Grand Valley State University
An integrative Capstone that synthesizes topics covered in medical/bioinformatics. Promotes advanced writing and broad perspectives of issues in contemporary information systems. Students will demonstrate ability to integrate concepts to a practical situation by leading discussions and presenting a paper on a current topic. Prerequisite: Completion of directed courses in medical and bioinformatics.
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Prerequisite: Completion of directed courses in medical and bioinformatics.
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CIS 691 - Medical and Bioinformatics Capstone
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CIS 692: Master's Capstone
3.00 Credits
Grand Valley State University
An integrative capstone course in which students will synthesize topics from their degree program in order to solve a practical computing problem individually or in a group. Prerequisites: Permission of graduate program director and completion of the Responsible Conduct of Research Training within last three years.
Prerequisite:
Prerequisites: Permission of graduate program director and completion of the Responsible Conduct of Research Training within last three years.
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CIS 692 - Master's Capstone
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CIS 693: Master's Project
3.00 Credits
Grand Valley State University
Individual student project involving the development or evaluation of a complex computing application or system. Prerequisites: Program director approval and the completion of the Responsible Conduct of Research Training within last three years.
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Prerequisites: Program director approval and the completion of the Responsible Conduct of Research Training within last three years.
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CIS 695: Master's Thesis
3.00 Credits
Grand Valley State University
Continuation of faculty supervised study and research on topic identified in CIS 690. Prerequisites: Consent of Thesis Committee and completion of the Responsible Conduct of Research Training within last three years.
Prerequisite:
Prerequisites: Consent of Thesis Committee and completion of the Responsible Conduct of Research Training within last three years.
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CIS 695 - Master's Thesis
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