Information Systems (ISC) (ISC)
ISC 245 Info Systems in Organizations 3 cr
An overview of information systems topics from an organizational and managerial perspective. Topics include current information technology and systems, such as the Internet and its organizational impacts; the emergence of global economy and digital firms; and the ethical and social impacts of information systems, such as privacy, intellectual property rights, and liability. Issues and strategies regarding information systems planning, systems development, decision making, and using IT for competitive advantage are discussed. Throughout the course, students will investigate the strategic uses of information technology in current industry-specific situations.
ISC 272 Systems Architecture 3 cr
This course introduces students to Information Technology hardware and systems software concepts. Topics include: computer hardware, operating systems, system software, hardware and software integration, operating procedures, system performance, security/safety, and compatibility. Student labs and hands-on activities will include: Windows, Unix, and Linux systems, system utilities and software tools. Credit cannot be received for both ITE 272 and ISC 272.
Prerequisite: CIS 115 Minimum Grade of C
Cross-Listed: ITE 272
ISC 285 Intermediate Programming 4 cr
A second course in programming (using a visual, event-driven programming language) that builds on CIS 115. Topics include: transition to visual language, processing data, decisions, loops, methods, arrays and lists, text processing, structured data types. Programming projects are required. Credit cannot be received for both ISC 285 and ITE 285.
Prerequisite: CIS 115 Minimum Grade of C
Cross-Listed: ITE 285
ISC 315 Artificial Intelligence Basics 3 cr
This course introduces artificial intelligence and machine learning, covering their history, methodologies, and societal implications. Students will explore key paradigms and application areas such as computer vision, natural language processing, and robotics. The course is suitable for students from all backgrounds with basic computing knowledge.
Prerequisite: (CIS 115 Minimum Grade of C)
ISC 325 Survey of Machine Learning 3 cr
This course offers a comprehensive survey of the fundamental concepts, methodologies, and applications of machine learning. Learners will delve into supervised and unsupervised learning techniques, neural networks, deep learning principles, and their real-world applications. Ethical considerations and the societal impact of machine learning will also be examined, preparing students to critically evaluate and contribute responsibly to the field.
Prerequisite: (ISC 315 Minimum Grade of C)
ISC 335 Fundamentals of Deep Learning 3 cr
This course provides a comprehensive introduction to the concepts and techniques of deep learning. It covers the fundamental mechanics of neural networks, including perceptrons, neurons, feedforward networks, and backpropagation. Students will explore advanced architectures like convolutional neural networks (CNNs) and recurrent neural networks (RNNs), with a focus on practical applications in computer vision. The course includes hands-on assignments and projects to reinforce theoretical understanding and practical skills.
Prerequisite: (ISC 315 Minimum Grade of C)
ISC 345 Large Language Models 3 cr
This course provides an in-depth study of the principles, architectures, and applications of large language models (LLMs). Learners will learn about the theoretical foundations, training methodologies, and practical uses of LLMs. This course will address application areas such as natural language processing, text generation, and conversational AI. The course will cover key concepts such as transformer architectures, fine-tuning, prompt engineering, and ethical considerations. Learners will gain practical experience through hands-on projects and case studies.
Prerequisite: (ISC 315 Minimum Grade of C)
ISC 360 Info Sys Analysis and Design-W 3 cr
A thorough examination of the analysis and design of computer information systems from the systems analysts view. The course will use an established software development methodology. At each step in the software development life cycle, both the methodologies used and the documentation required will be examined.
ISC 361 Advanced Application Development 3 cr
This course explores advanced topics in applications development by connecting web applications written in a modern programming language with databases. Other topics: integrating programming components and libraries, application development and testing methodologies, and using an object oriented approach for multi-tiered applications. Programming projects are required. Credit cannot be received for both ITE 370 and ISC 361
Prerequisite: CIS 324 Minimum Grade of C and (ISC 285 Minimum Grade of C or ITE 285 Minimum Grade of C)
Cross-Listed: ITE 370
ISC 462 IS Strategy and Policy 3 cr
This course provides the top management, strategic perspective for aligning competitive strategy with information systems. Issues include the development and implementation of policies and plans to achieve organizational goals, including security policy.
Prerequisite: CIS 324 Minimum Grade of C
ISC 472 Advanced Data Management 3 cr
This course provides an introduction to the concepts and technologies of big data. Key concepts and techniques allow organizations to analyze structured and unstructured data/information collected from transaction processing systems, data warehouses, and distributed systems. The ultimate purpose of descriptive, predictive, and prescriptive analytics is to support high quality decision support for executives and managers. Concepts of data mining, data storage, non-relational platforms, and considerations for new and emerging technologies are described in detail.
ISC 475 Info Systems Proj Management 3 cr
This course examines the principles and techniques of project management from an information systems perspective. Major topics covered include project context, project selection, and project planning. Students work in collaborative teams and are instructed in the use of a project software tool. Credit cannot be received for both ITE 475 and ISC 475.
Prerequisite: CIS 324 Minimum Grade of C
Cross-Listed: ITE 475
ISC 490 Special Topics 3 cr
Advanced selected topics in information systems. Prerequisite: Permission of the ISC Coordinator.
ISC 501 Programming for IS 3 cr
This course covers programming concepts required by Information Systems professionals to provide a solid foundation for building applications. Coverage includes: data types, decision structures, repetition structures, graphical user interfaces (GUI), methods, arrays, files, and object oriented programming (OOP) concepts.
ISC 507 IS Database Processing 3 cr
Analysis, design and implementation of database systems for IS professionals. Coverage includes DBMS models, E-R modeling, normalization concepts, and the use of queries for processing data.
ISC 516 AI Theory and Programming 3 cr
Introduction to basic concepts, implementation techniques, and philosophies of artificial intelligence and intelligent systems. Introduction to expert systems, fuzzy logic systems, neural networks, and techniques for artificial intelligence programming. The fundamentals of an AI programming language (LISP or PROLOG) will be presented. The language will then be used to solve problems in typical AI applications. Prerequisite: Graduate Professional Component Standing.
Prerequisite: CSGD 030
ISC 545 Management Information Systems 3 cr
This course provides an overview of information systems from an organizational, managerial, and technical perspective. The topics covered will focus on the strategic role of information systems and information technology in business processes, change and knowledge management, group and individual decision-making, and electronic commerce. Specific topics include current hardware, infrastructure and connectivity technologies, software and systems development methodologies. Internet-based applications, management challenges and opportunities created by information systems and global connectivity such as privacy, data and systems security and control, intellectual property, ethical and social consequences of information technology, and the impact of digital integration on an organization's competitiveness, products, services, procedures, and management structures. Prerequisite: Permission of the Director of CIS Graduate Studies.
ISC 550 Health Data Security & Comp 3 cr
This course involves a thorough examination of the security and privacy requirements of the Health Insurance Portability and Accountability Act (HIPAA) and the implementation of these requirements in the clinical environment. Students will learn how to address security development all the way through post-implementation, how to evaluate systems for vulnerabilities, and how to identify protected health information and covered entities.
ISC 551 Human-Comp Interface Design 3 cr
The course covers principles, guidelines, and methods in human computer interface design. Students complete a project involving the development, evaluation, and demonstration of a user interface. The interface is designed around a user and task analysis performed on a given problem. Students plan and conduct a usability study of a working prototype and report on results and recommendations.
ISC 553 IS Web Site Management 3 cr
This course addresses the design, development, and management of a web server. Topics include the selection, installation, and configuration of an operating system and web server software, web server security and monitoring, and website maintenance.
ISC 555 Health Data Mgt/Decision Supp 3 cr
This course focuses on the design and management of electronic medical record systems and clinical decision support systems. Course content related to electronic medical record systems includes architectural components, technical design issues, and management; and, content related to clinical decision support systems includes decision support roles, extracting useful information from data, and legal and regulatory restrictions. Laboratory assignments will provide students with opportunities to interact with these systems.
ISC 559 IS App Design-Implementation 3 cr
ISC 560 Info Systems Analysis-Design 3 cr
This course will include an introduction to the systems development life cycle as well as a survey of analysis and design techniques. Detail topics will include information systems planning and project identification and selection, requirements collection and structuring, process modeling, data modeling, design of interface and data management, system implementation and operation, system maintenance, and change management implications of systems. Globalization issues in systems will also be discussed. Students will use current methods and tools such as rapid application development, prototyping, and visual development.
ISC 561 IS Database Management 3 cr
An introduction to database management systems. The data environment, basic technical concepts and systems resources, database concepts, including use and management of databases. Classical and current DBMS models will be presented. Laboratory project activity will involve definition, creation, and development of a database. Prerequisites: Graduate Professional Component.
Prerequisite: (ISC 507 Minimum Grade of B)
ISC 565 IS Project-Change Management 3 cr
A study of the concepts and techniques of project management from an information systems perspective. The course provides an overview of project lifecycle activities, and a focus on managerial, behavioral, and process issues that surround the dynamic context of systems development. The issue of managing the change brought about by the introduction or modification of information systems in organizations will be discussed. Students will be instructed in the use of software tools for project management.
ISC 567 IS Function Integration 3 cr
The tactical/operational responsibilities and roles of the CIO. Governance considerations that link the IS-business organizations. Current/emerging issues in creating and coordinating the key activities necessary to manage the day-to-day operations of the IS function. Coordinating skills and organizational IS infrastructure.
ISC 568 IS Enterprise Integration 3 cr
Information systems role in transforming organizations and industries. An integrated view of the organization from an external and internal perspective. IS' internal role in integrating the enterprise through a cohesive set of business processes and functional applications to meet business needs. Enterprise resource planning and enterprise functionality. Collaborative systems. Consideration of external relations with suppliers, outsourcers, and customers.
ISC 590 IS Sp Top - 3 cr
Advanced selected topics in information systems. Prerequisite: Permission of ISC coordinator.
ISC 595 IS Project Proposal Develop 1-3 cr
Development of the project proposal for the Information Systems specialization master's project. Prerequisites: CIS 518, Graduate Professional Component, Permission of Director of CIS Graduate Studies.
Prerequisite: CIS 518 Minimum Grade of S
ISC 598 Information Systems Project 1-3 cr
This course may be repeated for a maximum of six (6) credits. A CIS project committee will provide direction during the project. Prerequisite: Approval of project proposal by the student's project committee, and permission by Director of CIS Graduate Studies.
Prerequisite: (ISC 595 Minimum Grade of B and CSIP P)
ISC 629 Comp Ecosystems 3 cr
This course focuses on developing expertise and preparation for independent research in computing ecosystems through an in-depth review of the computing literature. The course will explore concepts and issues associated with large scale parallel data processing, virtualized storage, application, and infrastructure architectures and the attendant security, privacy and legal issues.
ISC 673 Digital Investigations 3 cr
This course focuses on developing expertise and preparation for independent research in Digital Forensics Investigations through an in-depth review of the Digital Forensics literature. The student will be conversant in broad issues and trends in Digital Forensics as defined by skill sets and occupations.
ISC 675 Information Systems 3 cr
This course focuses on developing expertise and preparation for independent research in information systems through an in-depth review of the information systems literature. The course sill explore the current major streams of theory, research, and methodologies in information systems.
ISC 686 Risk Analysis 3 cr
This course focuses on developing expertise and preparation for independent research in risk analysis through an in-depth review of the risk assessment and information assurance literature. The student will be conversant in broad issues and trends in risk analysis as defined by techniques, methodologies, policies, frameworks, and skill sets.
