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Course Criteria
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3.00 Credits
Extraction and discovery of knowledge from large databases, data integration and data warehousing, data mining algorithms, models, and applications including association rule mining information retrieve (IR) and mining of text databases, decision tree, decision rules, classification techniques, cluster analysis, and evaluation, visualization, and interpretation of patterns. Prerequisite: Grade of C or better in CSCI U300; or consent of instructor.
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3.00 Credits
Paradigms and fundamental concepts of programming languages, such as scope, binding, abstraction, encapsulation, typing, and language syntax and semantics. Functional and logic programming paradigms are also introduced through sample programming languages. Prerequisite: Grade of C or better in CSCI U210 and CSCI U321; or consent of instructor.
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3.00 Credits
Methods and tools of software engineering, software life cycle, iterative development processes including the Agile Method and Unified Process, object oriented analysis and design of software, software testing, cost and effort estimation, project management, risk analysis, and documentation. A relatively large software system is developed in a team environment. Prerequisite: Grade of C or better in CSCI U321; or consent of instructor.
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3.00 Credits
Cryptography, telecommunication and network security, applications and system development security, Business Continuity Planning (BCP), cyber-crimes and countermeasures. The hands-on laboratories provide extensive practices on firewalls, Virtual Private Networks (VPN), Intrusion Detection Systems (IDS), and other computer security tools. Prerequisite: Grade of C or better in CSCI U412 and CSCI U455; or consent of instructor.
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3.00 Credits
Difference calculus, direct and interactive techniques for matrix inversion, eigen value problems, numerical solutions of initial value problems in ordinary differential equations, stability, error analysis, and laboratory applications. Prerequisite: MATH U245 and MATH U344, and programming competency.
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3.00 Credits
Introduction and analysis of IP security, in-depth technical treatment of authentication, email security, web security, network management security, intruders, malicious software, and firewalls. Prerequisite: Grade of C or better in CSCI U375 and CSCI U412; or consent of instructor.
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3.00 Credits
Introduction to practical concepts and principles of personal, organizational, and national cybersecurity, including hands-on labs and examples in computer security, network security, web security, encryption, security policies, countering cyber stalking, social engineering, fraud and abuse, malware, computer viruses, techniques used by hackers, and how to detect and combat cyber threats. Prerequisite: Grade of C or better in CSCI U375; or consent of instructor.
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3.00 Credits
Intelligent agents, expert systems, heuristic searching, knowledge representation and reasoning, artificial neural networks, ontologies, and natural language processing. Prerequisite: Grade of C or better in CSCI U321; or consent of instructor.
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3.00 Credits
Integration of knowledge at an advanced level, a review of recent developments in theoretical and applied computer science, the exploration of ethical issues, along with research and oral presentation. Prerequisite: 12 hours of 300 level or above computer science courses; and consent of instructor.
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3.00 Credits
An introduction to digital technologies for communication in everyday life. Topics include digital media tools, applications and trends, expressions of online identity, data privacy, and critical analysis of social, cultural, ethical, legal and philosophical issues related to new media technologies.
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