Courses

0-99 Advanced Placement Credit; House Courses; First-Year Seminars; First-Year Writing; Registrar/Department special purpose
100-199 Introductory-level undergraduate courses; basic skills/activity courses; foundation courses; Focus program courses
200-399 Undergraduate courses above introductory level
400-499 Advanced undergraduate, senior seminars, capstone courses, honors thesis courses
500-699 Graduate courses open to advanced undergraduates
700-999 Graduate only courses (not open to undergraduates)

To see courses offered during a specific semester, please visit DukeHub and select “Class Search”.

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Number Title Codes Notes
STA 20 General Statistics
STA 101L Data Analysis and Statistical Inference R, STS, QC, QS
STA 101LA Data Analysis and Statistical Inference R, STS, QC, QS
STA 102L Introductory Biostatistics R, STS, QC, QS
STA 102LA Introduction to Biostatistics R, STS, QC, QS
STA 110FS Focus Program - Introductory Special Topics in Statistics QC, QS
STA 113FS Visualizing Data R, QC, QS
STA 115FS Mathematics of Data Science STS, QC, QS
STA 190 Topics in Statistical Science
STA 198CNL Introduction to Global Health Data Science QC Reserved for first-year students in the Natural Systems constellation. Students may enroll in one constellation course per semester.
STA 198L Introduction to Global Health Data Science R, STS, QC, QS STA 1** Focus course students who need this course may request permission number.
STA 199L Introduction to Data Science and Statistical Thinking R, STS, QC, QS STA 1** Focus course students who need this course may request permission number.
STA 210L Regression Analysis R, QC, QS
STA 221L Regression Analysis: Theory and Applications R, QC, QS
STA 230 Probability QC, QS
STA 230S Probability Inquiry Based Learning W, QC, QS
STA 231 Advanced Introduction to Probability QC, QS
STA 240L Probability for Statistical Inference, Modeling, and Data Analysis QC, QS
STA 291 Independent Study
STA 310L Generalized Linear Models R, QC, QS
STA 313L Advanced Data Visualization R, QC, QS
STA 322 Study Design: Design of Surveys and Causal Studies QC, QS
STA 323L Statistical Computing R, QC, QS
STA 325L Machine Learning and Data Mining QC, QS
STA 332 Statistical Inference QC, QS
STA 340 Introduction to Statistical Decision Analysis QC, QS
STA 344L Introduction to the Statistical Modeling of Spatial and Time Series Data QC, QS
STA 345 Statistical Methods for Sports Analytics QC, QS Class Attributes:
Graded only. S/U not allowed.
(QC) Quant & Comp Reasoning: A&S Curriculum
(QS) Quantitative Studies
STA 360L Bayesian Inference and Modern Statistical Methods STS, QC, QS
STA 391 Independent Study
STA 393 Research Independent Study R
STA 402L Bayesian Statistical Modeling and Data Analysis QC, QS This course was previously numbered STA 360L.
STA 410SL Multilevel and Hierarchical Models QC, QS
STA 440L Case Studies in the Practice of Statistics R, W, QC, QS
STA 444L Statistical Modeling of Spatial and Time Series Data R, QC, QS
STA 450L Theory and Methods for the Analysis of Social Networks STS, QC, QS
STA 465 Introduction to High Dimensional Data Analysis QC, QS
STA 470S Introduction to Statistical Consulting EI, R, W, QC, QS
STA 490 Special Topics in Statistics
STA 491 Independent Study
STA 493 Research Independent Study R
STA 502 Bayesian Inference and Decision
STA 503 Choice Theory
STA 521L Predictive Modeling and Statistical Learning QC, QS
STA 522 Study Design: Design of Surveys and Causal Studies QC, QS
STA 523L Programming for Statistical Science QC, QS
STA 531 Advanced Bayesian Inference and Stochastic Modeling QC, QS
STA 532 Theory of Statistical Inference QC, QS
STA 540L Case Studies in Statistical and Data Science R, W, QC, WR, QS
STA 542 Introduction to Time Series Analysis QC
STA 561D Probabilistic Machine Learning QC, QS
STA 563 Information Theory
STA 571 Advanced Stochastic Modeling and Machine Learning QC, QS
STA 581 ProSeminar: Becoming a Statistical Scientist
STA 582 Spring Proseminar
STA 583 Communicating Statistics and Data Science
STA 598 Health Data Science QC, QS
STA 602L Bayesian Statistical Modeling and Data Analysis QC, QS
STA 610L Multilevel and Hierarchical Models QC, QS
STA 611 Introduction to Mathematical Statistics QC, QS
STA 612D Numerical Analysis R, QC, QS
STA 613 Statistical Methods for Computational Biology
STA 621 Applied Stochastic Processes QC, QS
STA 623 Statistics and Decision Analysis QC, QS
STA 640 Causal Inference QC, QS
STA 641 Statistical Learning and Bayesian Nonparametrics QC, QS
STA 642 Time Series and Dynamic Models QC, QS
STA 643 Modern Design of Experiments QC, QS
STA 644L Statistical Modeling of Spatial and Time Series Data R, QC, QS
STA 650L Theory and Methods for the Analysis of Social Networks QC, QS
STA 663L Statistical Computing and Computation QC, QS
STA 671D Theory and Algorithms for Machine Learning QC, QS
STA 690 Special Topics in Statistics
STA 690-1 Special Topics in Statistics
STA 690-40 Topics in Probability Theory
STA 693 Research Independent Study R
STA 694 Research Independent Study
STA 698 Capstone Project QC
STA 701S Statistical Science Graduate Research Seminar
STA 702L Bayesian Statistical Modeling and Data Analysis
STA 711 Probability and Measure Theory
STA 715 Stochastic Models
STA 721L Linear Models
STA 723 Case Studies in Bayesian Statistics
STA 725 Bayesian Health Data Science
STA 732 Statistical Inference
STA 741 Compressed Sensing and Related Topics
STA 771S Teaching Statistics: Instruction, Pedagogy, and Curriculum Development
STA 772S Mentoring Undergraduate STEM Research
STA 790 Special Topics in Statistics
STA 790-1 Special Topics in Statistics
STA 798 Capstone Project
STA 831 Probability and Statistical Models
STA 832 Multivariate Statistical Analysis
STA 841 Models and Methods for Categorical Data
STA 851 Generative Modeling
STA 863 Advanced Statistical Computing
STA 891 Topics for Preliminary Exam Preparation in Statistical Science
STA 901S Statistical Science Seminar
STA 915 High-Dimensional Statistics and Machine Learning
STA 932 Advanced Mathematical Statistics and Probability Theory
STA 941 Bayesian Nonparametric Models and Methods
STA 942S Time Series and Forecasting
STA 944 Spatial Statistics
STA 961 Stochastic Processes
STA 993 Independent Study
STA 994 Independent Study
STA 995 Internship
STA 996 Spring or Fall Internship