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CSCI 3501: Algorithms and Computability
4.00 Credits
University of Minnesota-Morris
Models of computation (Turing machines, lambda calculus, deterministic and non-deterministic machines); approaches to the design of algorithms, determining correctness and efficiency of algorithms; complexity classes, NP-completeness, approximation algorithms. (4 hrs lect, 2 hrs lab)
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CSCI 3501 - Algorithms and Computability
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CSCI 3511: Introduction to Bioinformatics
3.00 Credits
University of Minnesota-Morris
Introduction to computational problems arising from molecular biology and genetics. Development and application of algorithmic solutions to these problems. Topics may include sequence analysis, pairwise and multiple sequence alignment, construction of phylogenetic histories, and protein structure and folding. Introduction to online genomics databases.
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CSCI 3511 - Introduction to Bioinformatics
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CSCI 3601: Software Design and Development
4.00 Credits
University of Minnesota-Morris
Design and implementation of medium- and large-scale software systems. Principles of organizing and managing such designs and implementations throughout their lifetime. Designing for modularity and software reuse; use of libraries. Dynamics of working in groups. Group lab work on a substantial software project. (4 hrs lect, 2 hrs lab)
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CSCI 3601 - Software Design and Development
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CSCI 3993: Directed Study
5.00 - 10.00 Credits
University of Minnesota-Morris
An on- or off-campus learning experience individually arranged between a student and a faculty member for academic credit in areas not covered in the regular curriculum.
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CSCI 3993 - Directed Study
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CSCI 4403: Systems:Data Mining
3.00 Credits
University of Minnesota-Morris
An introduction to a new field which tries to solve the problem of how to store (warehouse) and how to extract (mine) valid, useful, and previously unknown data from a source (database or web) which contains an overwhelming amount of information. Algorithms applied include searching for patterns in the data, using machine learning, and applying artificial intelligence techniques.
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CSCI 4403 - Systems:Data Mining
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CSCI 4406: Systems:Wireless Data Networks
3.00 Credits
University of Minnesota-Morris
Licensed vs. unlicensed carrier frequencies. Physical layer characteristics and protocols. Network topologies. Discussion of current and upcoming standards. Data privacy and security.
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CSCI 4406 - Systems:Wireless Data Networks
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CSCI 4408: Systems:Computer Forensics
3.00 Credits
University of Minnesota-Morris
The study of tools and procedures to identify and prosecute computer crime. Topics include electronic discovery, preserving computer evidence, data hiding methods, current forensic and security tools, guidelines for searching and seizing computer equipment.
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CSCI 4408 - Systems:Computer Forensics
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CSCI 4451: Systems:Distributed Systems
3.00 Credits
University of Minnesota-Morris
An introduction to distributed systems/computation. Topics include processes and threads, physical vs. logical clocks, interprocess communication and coordination, election algorithms, synchronization, distributed task scheduling, distributed shared memory, distributed file systems, and replicated data management.
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CSCI 4451 - Systems:Distributed Systems
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CSCI 4452: Systems:Computer Networks
3.00 Credits
University of Minnesota-Morris
Principles of computer networks. Network topologies, protocols, routing, internetworking, security and privacy.
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CSCI 4452 - Systems:Computer Networks
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CSCI 4453: Systems:Database Systems
3.00 Credits
University of Minnesota-Morris
Introduction to relational, object-relational, and object database systems. Topics include the relational model, SQL and related query languages, JDBC and database applications programming, database design, query processing and optimization, indexing techniques, and transaction management.
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CSCI 4453 - Systems:Database Systems
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