Undergraduate Courses CYBR Courses CYBR 101 Principles of Cyber Operations I CYBR 103 Scripting for Cyber Operations I CYBR 226 Networking for Cyber Operations I CYBR 302 Linux Security Essentials CYBR 303 Windows Security Essentials CYBR 310 Introduction to Security Programming I CYBR 311 Introduction to Security Programming II CYBR 312 Introduction to Security Scripting CYBR 320 Computational Thinking and Doing CYBR 326 Introductory Methods of Network Analysis CYBR 329 Cyber Ethics CYBR 330 Introduction to Industrial Control System Security CYBR 333 Cryptography for Cyber Operations CYBR 340 Introduction to Computing CYBR 342 Statistics in Information Age CYBR 351 Virtualization: Applications and Best Practices CYBR 360 Database Management Fundamentals CYBR 361 Data Analysis and Visualization CYBR 370 Introduction to Network Design and Architecture CYBR 371/484 Artificial Intelligence in Cyber Operations I CYBR 374 Routing: Theories and Applications CYBR 379 Cloud Computing CYBR 381 From Incident Response to Digital Forensics CYBR 382 Network Forensics CYBR 387 Mobile Device Programming CYBR 388 Cyber Investigations and Forensics CYBR 393 Internship in Cyber Operations CYBR 400 Active Cyber Defense CYBR 405 DevOps Practices & Tools CYBR 435 Cyber Threat Intelligence CYBR 440 Digital Espionage CYBR 441 Cyber War, Terror and Crime CYBR 454 Malware Threats & Analysis CYBR 460 Principles of Zero Trust Networks CYBR 470 C Programming for Security Professionals CYBR 471 Assembly Language Programming for Security Professionals CYBR 472 Secure Software Development & Assessment CYBR 473 Violent Python CYBR 474 Advanced Analytics for Security Operations CYBR 479 Wireless Networking and Security CYBR 480 Offensive Cyber Operations CYBR 481 Social Engineering Attacks and Defenses CYBR 483 Machine Learning in Cyber CYBR 484 Artificial Intelligence in Cyber Operations II CYBR 485 Deep Learning in Cyber CYBR 489 Operating Systems Theory for Security Professionals CYBR 496 Special Topics in Applied Computing ESOC Courses ESOC 120 Creative Information with AI ESOC 150B1 Social Media and Ourselves ESOC 200 Visual Content Creation for the Information Age ESOC 210 Hacking and Open Source Culture ESOC 211 Collaborating in Online Communities ESOC 212 Social Media Strategies Across Professions ESOC 213 The Past and New Media ESOC 214 Introduction to Data Science ESOC 300 Digital Storytelling and Culture ESOC 301 Qualitative Internet Research ESOC 302 Quantitative Methods for the Digital Marketplace ESOC 313 Digital Discourse and Identity ESOC 314 Theories of New Media ESOC 315 Publishing: From Papyrus to E-Book Readers ESOC 316 Digital Commerce ESOC 317 Digital Crime and Social Media ESOC 318 Disruptive Technologies ESOC 319 Instructional Technologies ESOC 320 AI Literacies for the Information Age ESOC 325 Contemporary Literature and Digital Media ESOC 330 Digital Dilemmas - Privacy, Property and Access ESOC 340 Information, Multimedia Design & the Moving Image ESOC 345 Decoding Deceptive Information ESOC 393 Internship ESOC 399 Independent Study ESOC 414 Computational Social Science ESOC 418 Information Trust, Manipulation, and Deception ESOC 428 Applied AI Literacies in Information Practice ESOC 429 AI and the Art & Design of Learning ESOC 477 Information Security ESOC 478 Science Information and its Presentation ESOC 480 Digital Engagement ESOC 493 Internship ESOC 495 Special Topics in a Digital and Big Data World ESOC 498 Senior Capstone ESOC 499 Independent Study GAME Courses GAME 251 Introduction to Game Design GAME 303 Digital Games and Society GAME 304 Ethics in Video Games and Virtual Reality GAME 305 Legal Aspects of Game Industries GAME 306 Esports Casting and Development GAME 307 Narrative Practices in Digital Games GAME 308 Diversity and Bias in Games GAME 309 Simulation Design and Development for Complex Problem Solving GAME 310 Gamification in Society GAME 311 eSport Industries GAME 312 Monetizing Independent Gaming GAME 340 Designing for Video Game Genres GAME 351 Introduction to Game Development with Unity GAME 425 Algorithms for Games GAME 426 Game Artificial Intelligence GAME 427 Augmented Reality GAME 451 Game Development GAME 452 Advanced Game Development GAME 460 Serious STEM Games GAME 461 Game Physics GAME 462 3D Modeling for Games GAME 497 eSports Team Development INFO Courses INFO 402 Data Ethics INFO 420 Ethical Issues in Information INFO 439 Knowledge, Power, and Global Hierarchies INFO 492 Directed Research INFO 493 Internship INFO 499 Independent Study ISTA Courses ISTA 100 Great Ideas of the Information Age ISTA 116 Statistical Foundations for the Information Age ISTA 130 Computational Thinking and Doing ISTA 131 Dealing with Data ISTA 161 Ethics in a Digital World ISTA 263 Learning in the Information Age ISTA 299H Honors Independent Study ISTA 301 Computing and the Arts ISTA 302 Technology of Sound ISTA 303 Introduction to Creative Coding ISTA 311 Foundation of Information and Inference ISTA 320 Applied Data Visualization ISTA 321 Data Mining and Discovery ISTA 322 Data Engineering ISTA 329 Introduction to Web Design and Development ISTA 330 Advanced Web Design ISTA 331 Principles and Practice of Data Science ISTA 350 Programming for Informatics Applications ISTA 352 Images: Past, Present, and Future ISTA 355 Introduction to Natural Language Processing ISTA 370 Research Methods for the Information Age ISTA 391 Preceptorship ISTA 392 Directed Research ISTA 397S STEM Diversity and Outreach Workshop ISTA 399 Independent Study ISTA 399H Honors Independent Study ISTA 401 Installation Design ISTA 403 Creative Coding ISTA 404 Digital Media: Impact and Innovations ISTA 410/510 Bayesian Modeling and Inference ISTA 414 Computational Social Science ISTA 416 Introduction to Human Computer Interaction ISTA 421 Machine Learning ISTA 424 Virtual Reality ISTA 427 Augmented Reality ISTA 429 Applied Cyberinfrastructure Concepts ISTA 431 Data Warehousing and Analytics in the Cloud ISTA 439 Statistical Natural Language Processing ISTA 450 Artificial Intelligence ISTA 453 Biodiversity Informatics ISTA 454 Informatics in Biology ISTA 455 Applied Natural Language Processing ISTA 456 Text Retrieval and Web Search ISTA 457 Neural Networks ISTA 491 Preceptorship ISTA 495 Special Topics in Information Science, Technology, and Arts ISTA 498 Senior Capstone ISTA 498H Honors Thesis ISTA 499H Honors Independent Study LIS Courses LIS 418 Information Quality LIS 432 Online Searching LIS 435 Information Services in Business and Industry LIS 442 Curating & Preserving Media Art Collections LIS 446 History of Books after Gutenberg LIS 447 Data Literacy LIS 470 Database Management and Development LIS 471 Introduction to Information Technology LIS 472 Government Information: Policy and Resources LIS 475 User Interface and Website Design LIS 484 Intellectual Property and Copyright LIS 487 Information Seeking Behaviors LIS 488 Special Topics in Library and Information Science LIS 493 Internship LIS 494 Practicum LIS 498 Senior Capstone LIS 499 Independent Study Graduate Courses CYBR Courses CYBR 500 Security Programming CYBR 501 Principles of Cybersecurity CYBR 505 AI Foundations in Cyber Operations CYBR 523 Covert Python CYBR 525 Cyber Physical Systems CYBR 528 Operational Tradecraft in the Information Environment CYBR 529 Cyber Law, Ethics and Policy CYBR 535 Secure Critical Infrastructures with Artificial Intelligence CYBR 579 Cloud Security CYBR 599 Independent Study CYBR 605 AI Agents in Cyber Operations CYBR 626 Traffic Analysis CYBR 660 Zero Trust Defensive Techniques CYBR 680 Advanced Computational Propaganda CYBR 685 Information Warfare CYBR 692 Directed Research CYBR 696 Advanced Topics in Cyber and Information Operations CYBR 908 Case Study in Cyber Operations CYBR 909 Masters Report in Cyber Operations CYBR 910 Masters Thesis in Cyber Operations INFO 527 Augmented Reality INFO 536 Data Science and Public Interests GAME Courses GAME 526 Game Artificial Intelligence GAME 562 3D Modeling for Games INFO Courses INFO 501 Designing an Installation INFO 502 Data Ethics INFO 504 Digital Media: Impact and Innovations INFO 505 Foundations of Information INFO 507 Information Research Methods INFO 508 Qualitative Research in Information Science INFO 510 Bayesian Modeling and Inference INFO 511 Foundations of Data Science INFO 514 Computational Social Science INFO 515 Organization of Information INFO 516 Introduction to Human Computer Interaction INFO 518 Information Trust, Manipulation, and Deception INFO 520 Ethical Issues in Information INFO 521 Machine Learning INFO 523 Data Mining and Discovery INFO 524 Virtual Reality INFO 525 Algorithms for Games INFO 526 Data Analysis and Visualization INFO 529 Applied Cyberinfrastructure Concepts INFO 531 Data Warehousing and Analytics in the Cloud INFO 533 Medical On-Line Searching INFO 536 Data Science and Public Interests INFO 539 Statistical Natural Language Processing INFO 540 Introduction to Archives INFO 550 Artificial Intelligence INFO 551 Game Development INFO 552 Advanced Game Development INFO 554 Informatics in Biology INFO 555 Applied Natural Language Processing INFO 556 Text Retrieval and Web Search INFO 557 Neural Networks INFO 558 Social Justice in Information Services INFO 560 Serious STEM Games INFO 561 Game Physics INFO 567 Leadership and the Information Organization INFO 570 Data Base Development and Management INFO 571 Introduction to Information Technology INFO 575 User Interface and Website Design INFO 576 Inventioneering: Design, Health, Emerging Technologies, and Societal Grand Challenges INFO 577 Information Security INFO 578 Science Information and its Presentation INFO 579 SQL/NoSQL Databases for Data and Information Science INFO 580 Data Standards for the Semantic Web INFO 584 Intellectual Property and Copyright INFO 587 Information Seeking Behaviors INFO 589 Scholarly Communication INFO 595 Special Topics in Information Science, Technology, and Arts INFO 601 Intro to Geographic Information Systems & Tech I INFO 608 Managing the Information Organization INFO 621 Advanced Machine Learning Applications INFO 640 Advanced Archives: Archival Appraisal and Description INFO 671 Introduction to Digital Curation and Preservation INFO 672 Introduction to Applied Technology INFO 673 Management for Information Professionals INFO 675 Advanced Digital Collections INFO 692 Directed Research INFO 693 Internship INFO 696E Graduate Seminar INFO 698 Capstone Project INFO 699 Independent Study INFO 920 Dissertation ISTA Courses ISTA 599 Independent Study LIS Courses LIS 504 Foundations of Library and Information Services LIS 506 Research Methods for Library and Information Professionals LIS 508 Qualitative Research in Information Science LIS 515 Organization of Information LIS 518 Information Trust, Manipulation, and Deception LIS 520 Ethical Issues in Information LIS 521 Children's and Young Adult Literature in a Multicultural Society LIS 523 Early Childhood and Public Libraries LIS 528 Applied AI Literacies in Information Practice LIS 529 AI and the Art & Design of Learning LIS 530 Cataloging and Metadata Management LIS 532 Information Intermediation LIS 535 Business Information LIS 540 Introduction to Archives LIS 541 Preservation LIS 542 Curating & Preserving Media Art Collections LIS 544 AI and the Art & Design of Learning LIS 546 History of Books after Gutenberg LIS 547 Data Literacy LIS 549 Cultural Heritage Informatics LIS 550 Information Environments from Non-Dominant Perspectives LIS 551 Global Librarianship LIS 552 Cultural Heritage Collections: Object Itineraries, Curation, and Management LIS 557 Documenting Diverse Cultures and Communities LIS 558 Social Justice in Information Services LIS 559 Marketing of Library and Information Services to Communities LIS 560 Collection Management LIS 563 Readers' Advisory Services in Public Libraries LIS 565 Information Architecture and Controlled Vocabularies LIS 567 Leadership and the Information Organization LIS 570 Database Development and Management LIS 571 Introduction to Information Technology LIS 572 Government Information: Policy & Resources LIS 578 Science Information and its Presentation LIS 578 Science Information and its Presentation LIS 580 Cataloging and Metadata Management LIS 582 Young Adults and Public Libraries LIS 584 Intellectual Property/Copyright LIS 587 Information Seeking LIS 589 Scholarly Communication LIS 608 Managing the Information Organization LIS 624 Community Health and Medical Informatics LIS 640 Advanced Issues in Archival Enterprise LIS 641 Community-focused Archives and Museums LIS 646: Healthcare Informatics: Theory and Practice (Cross-listed NURS 646) LIS 671 Digital Curation and Digital Preservation LIS 672 Introduction to Applied Technology LIS 673 Management for Information Professionals LIS 675 Advanced Digital Collections LIS 681E Law Library Practice and Administration LIS 693 Internship LIS 698 Capstone Exit Requirement LIS 699 Independent Study LIS 909 ePortfolio (Electronic Portfolio)
