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Course Type - Any -DiscussionIndependent StudyInternshipLaboratoryLectureSeminarTransfer CourseWorkshop Typically Offered - Any -Fall and/or SpringFall OnlyOccasionallySpring Only Apply Number Title Codes COMPSCI 20 Principles of Computer Science COMPSCI 89S First-Year Seminar COMPSCI 92L Technical and Social Analysis of Information and the Internet EI, STS, QS COMPSCI 93 History of Computing, Cryptography, and Robotic Devices STS, QS COMPSCI 94 Programming and Problem Solving QC, QS COMPSCI 94FS Programming and Problem Solving QC, QS COMPSCI 101L Introduction to Computer Science QC, QS COMPSCI 101LA Introduction to Computer Science QC, QS COMPSCI 102L Interdisciplinary Introduction to Computer Science QS COMPSCI 103L Computing and the Brain NS, QS COMPSCI 110 Information, Society & Culture: Bass Connections Gateway STS, IJ, CZ COMPSCI 116 Foundations of Data Science STS, QC, QS COMPSCI 171CN Learning how to Learn with AI SB COMPSCI 172CN Moral Artificial Intelligence and Algorithmic Justice COMPSCI 173CNL Cinema Perspectives on Artificial Intelligence COMPSCI 178A Applied Conversational AI: Build Your Own Chatbot QC, QS COMPSCI 190 Topics in Computer Science COMPSCI 190A Duke-Administered Study Abroad: Special Topics in Computer Science COMPSCI 190FS Focus Program: Topics in Computer Science COMPSCI 190S Topics in Computer Science COMPSCI 255 Introduction to Cyber Policy STS, SS COMPSCI 201 Data Structures and Algorithms QC, QS COMPSCI 207 Introduction to Mobile Application Development in iOS QC, QS COMPSCI 210D Introduction to Computer Systems QC, QS COMPSCI 216 Everything Data QC, QS COMPSCI 226 User Research Methods in Human-Centered Computing QC, QS, SS COMPSCI 230 Discrete Math for Computer Science QC, QS COMPSCI 231D Discrete Math with Functional Programming and Proofs: A Mathematical Intro to Computer Science QC, QS COMPSCI 232 Discrete Mathematics and Proofs QC, QS COMPSCI 240 Race, Gender, Class, & Computing CCI, STS, W, IJ, SS COMPSCI 243 Programming Interview Skills and Practice COMPSCI 247S Human Flourishing in a Digital Age EI, STS, IJ, CZ COMPSCI 249 Computer Science Education Research COMPSCI 250D Computer Architecture COMPSCI 260 Introduction to Computational Genomics NS, QS COMPSCI 265S Digital Feminism R, STS, IJ, SS COMPSCI 270L Mathematics for Artificial Intelligence COMPSCI 288 Logic and Its Applications COMPSCI 290 Topics in Computer Science COMPSCI 290A Duke-Administered Study Abroad: Advanced Special Topics in Computer Science COMPSCI 290D Topics in Computer Science COMPSCI 290S Topics in Computer Science COMPSCI 307D Software Design and Implementation COMPSCI 308 Advanced Software Design and Implementation QC, QS COMPSCI 310 Introduction to Operating Systems QC, QS COMPSCI 316 Introduction to Database Systems QC, QS COMPSCI 316D Introduction to Database Systems QC, QS COMPSCI 320D Numerical Data Analysis and Methods QS COMPSCI 321 Graph Analysis with Matrix Computation QC, QS COMPSCI 323D Computational Microeconomics QC, QS COMPSCI 330 Introduction to the Design and Analysis of Algorithms QC, QS COMPSCI 333 Algorithms in the Real World STS, QC, QS COMPSCI 334 Mathematical Foundations of Computer Science QC, QS COMPSCI 335 Computational Complexity QC, QS COMPSCI 342 Technical and Social Analysis of Information and the Internet EI, R, W, SS COMPSCI 344 Computer Graphics QC, QS COMPSCI 345 Graphics Software Architecture QC, QS COMPSCI 350L Digital Systems COMPSCI 351 Introduction to Computer Security QC, QS COMPSCI 354 Foundations of Blockchains QC, QS COMPSCI 356 Computer Network Architecture QC COMPSCI 362 Introduction to Computational Imaging QC, QS COMPSCI 370D Introduction to Artificial Intelligence QC, QS COMPSCI 371 Elements of Machine Learning QC, QS COMPSCI 372 Introduction to Applied Machine Learning QC, QS COMPSCI 376 Computational Approaches to Human Language QC, SB, QS COMPSCI 378A Applied Conversational AI: Build Your Own Chatbot STS, QC, QS COMPSCI 390 Topics in Computer Science COMPSCI 390A Duke-Administered Study Abroad: Advanced Special Topics in Computer Science COMPSCI 391 Independent Study COMPSCI 393 Research Independent Study R COMPSCI 394 Research Independent Study R COMPSCI 408 Delivering Software: From Concept to Client EI, R, STS COMPSCI 434 Topological Data Analysis QC, QS COMPSCI 445 Introduction to High Dimensional Data Analysis QC, QS COMPSCI 474 Data Science Competition R, QC, QS COMPSCI 487 Introduction to Mathematical Logic QC, QS COMPSCI 574 Deep Learning Fundamentals QC, QS COMPSCI 676 Advanced Topics in Deep Learning COMPSCI 507D Mobile App development for programmers and entrepreneurs QC, QS COMPSCI 510 Operating Systems QC, QS COMPSCI 512 Distributed Systems QC COMPSCI 514 Advanced Computer Networks R, QC, QS COMPSCI 515 Wireless Networking and Mobile Computing COMPSCI 516 Database Systems R, QC, QS COMPSCI 520D Numerical Analysis R, QC, QS COMPSCI 521 Graph Analysis with Matrix Computation QC, QS COMPSCI 524 Dynamics of Complex Systems R, NS, QS COMPSCI 526 Data Science QC, QS COMPSCI 527 Introduction to Computer Vision QC COMPSCI 531D Introduction to Algorithms QC, QS COMPSCI 532 Design and Analysis of Algorithms QC, QS COMPSCI 534D Computational Complexity QC, QS COMPSCI 535 Algorithmic Game Theory QC, QS COMPSCI 550 Advanced Computer Architecture I R, QC, QS COMPSCI 553 Compiler Construction COMPSCI 554 Fault-Tolerant and Testable Computer Systems COMPSCI 555 Probability for Electrical and Computer Engineers COMPSCI 557 Computer Architecture and Hardware Acceleration R, QS COMPSCI 561 Computational Sequence Biology QC COMPSCI 562 High-Resolution Cryo-Electron Microscopy Image Analysis R, QC, QS COMPSCI 564 Edge Computing COMPSCI 565 Modern Optimization for Statistical Learning QC COMPSCI 570 Artificial Intelligence QC, QS COMPSCI 571D Probabilistic Machine Learning QC, QS COMPSCI 572 Introduction to Natural Language Processing QC, QS COMPSCI 581 Computer Security QC, QS COMPSCI 582 Cryptography QC, QS COMPSCI 583 Applications in Data and Materials Science COMPSCI 584 Foundations of Blockchains QC COMPSCI 585 Secure Software Systems QC, QS COMPSCI 586 Human-Centered Security and Privacy COMPSCI 587 Language-Based Security QC, QS COMPSCI 590 Advanced Topics in Computer Science COMPSCI 590D Advanced Topics in Computer Science COMPSCI 630 Randomized Algorithms QC, QS COMPSCI 632 Approximation Algorithms QC, QS COMPSCI 634 Geometric Algorithms QC, QS COMPSCI 638 Graph Algorithms QC, QS COMPSCI 650 Advanced Computer Architecture II QC, QS COMPSCI 653 Human-Centered Computing COMPSCI 655L Full-Stack IoT Systems COMPSCI 663 Algorithms in Structural Biology and Biophysics R, NS, QS COMPSCI 671D Theory and Algorithms for Machine Learning QC, QS COMPSCI 675D Introduction to Deep Learning COMPSCI 701S Introduction for Graduate Students in Computer Science COMPSCI 703 Programming Interview Skills and Practice COMPSCI 704 Computer Science Masters Program Career Preparation and Development COMPSCI 762 High-Dimensional Statistics and Machine Learning COMPSCI 763 Graphical Models for Biological Data COMPSCI 791 Internship COMPSCI 891 Special Readings in Computer Science
