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Program checklist · Minor

Statistics and Data Science

Carnegie Mellon University · Pittsburgh, PA

A checklist is the list of requirements to complete this program and receive the award, as the college publishes it in its catalog. It is the same for everyone. It does not say what you have completed; that comes from applying your own record.

Program
Award
Minor
Credits (computed from items)
525-538
Catalog edition
2026-2027
Checklist type
degree-program
Identifiers
IPEDS UNITID
211440
CourseShelf checklist
CK_211440_cf0e85e8
CollegeTransfer.Net
Institution Transfer Profile
Source
CourseShelf publish 59

Requirements to complete

Every course or condition the catalog lists, in the catalog's order.

1. Mathematical Foundations (Prerequisites)39โ€“52 units

4 items
  1. 21-090
    Precalculus
    Not resolved to a course
    10
  2. 21-111& 21-112
    Differential Calculusand Integral Calculus
    Not resolved to a course
    or: 21-120 Differential and Integral Calculus
    10-20
  3. 21-256
    Multivariate Analysis
    Not resolved to a course
    or: 21-259 Calculus in Three Dimensions
    or: 21-266 Vector Calculus using Matrix Algebra
    or: 21-268 Multidimensional Calculus
    9-11
  4. 21-240
    Matrix Algebra with Applications
    Not resolved to a course
    or: 21-241 Matrices and Linear Transformations
    or: 21-242 Matrix Theory
    10-11

2. Data Analysis27-36 UNITS

52 items
  1. 36-200
    Reasoning with Data *
    Not resolved to a course
    9
  2. 36-220
    Engineering Statistics and Quality Control
    Not resolved to a course
    9
  3. 36-202
    Methods for Statistics & Data Science **
    Not resolved to a course
    9
  4. 36-290
    Introduction to Statistical Research Methodology
    Not resolved to a course
    9
  5. 36-303
    Sampling, Survey and Society
    Not resolved to a course
    9
  6. 36-309
    Experimental Design for Behavioral & Social Sciences
    Not resolved to a course
    9
  7. 36-315
    Statistical Graphics and Visualization
    Not resolved to a course
    9
  8. 36-401
    Modern Regression
    Not resolved to a course
    9
  9. 36-402
    Advanced Methods for Data Analysis
    Not resolved to a course
    9
  10. 36-410
    Introduction to Probability Modeling
    Not resolved to a course
    9
  11. 36-460
    Special Topics: Sports Analytics
    Not resolved to a course
    9
  12. 36-461
    Special Topics: Statistical Methods in Epidemiology
    Not resolved to a course
    9
  13. 36-462
    Special Topics: Statistical Machine Learning
    Not resolved to a course
    9
  14. 36-463
    Special Topics: Multilevel and Hierarchical Models
    Not resolved to a course
    9
  15. 36-464
    Special Topics: Psychometrics: A Statistical Modeling Approach
    Not resolved to a course
    9
  16. 36-465
    Special Topics: Conceptual Foundations of Statistical Learning
    Not resolved to a course
    9
  17. 36-466
    Special Topics: Statistical Methods in Finance
    Not resolved to a course
    9
  18. 36-467
    Special Topics: Data over Space & Time
    Not resolved to a course
    9
  19. 36-468
    Special Topics: Text Analysis
    Not resolved to a course
    9
  20. 36-469
    Special Topics: Statistical Genomics and High Dimensional Inference
    Not resolved to a course
    9
  21. 36-470
    Special Topics: Statistical Methods in Health Sciences
    Not resolved to a course
    9
  22. 36-471
    Special Topics: Time Series
    Not resolved to a course
    9
  23. 36-472
    Special Topics: Computational Statistical Methods in Life Sciences
    Not resolved to a course
    9
  24. 36-473
    Special Topics: Statistical Principles of Generative AI
    Not resolved to a course
    9
  25. 36-490
    Undergraduate Research
    Not resolved to a course
    9
  26. 36-493
    Sports Analytics Capstone
    Not resolved to a course
    9
  27. 36-497
    Corporate Capstone Project
    Not resolved to a course
    9
  28. 36-401
    Modern Regression
    Not resolved to a course
    9
  29. 36-311
    Statistical Analysis of Networks
    Not resolved to a course
    9
  30. 36-313
    Statistics of Inequality and Discrimination
    Not resolved to a course
    9
  31. 36-318
    Introduction to Causal Inference
    Not resolved to a course
    9
  32. 36-319
    Statistics and Machine Learning for the Physical Sciences
    Not resolved to a course
    9
  33. 36-396
    Tartan Athletics Analytics
    Not resolved to a course
    9
  34. 36-402
    Advanced Methods for Data Analysis
    Not resolved to a course
    9
  35. 36-410
    Introduction to Probability Modeling
    Not resolved to a course
    9
  36. 36-460
    Special Topics: Sports Analytics
    Not resolved to a course
    9
  37. 36-461
    Special Topics: Statistical Methods in Epidemiology
    Not resolved to a course
    9
  38. 36-462
    Special Topics: Statistical Machine Learning
    Not resolved to a course
    9
  39. 36-463
    Special Topics: Multilevel and Hierarchical Models
    Not resolved to a course
    9
  40. 36-464
    Special Topics: Psychometrics: A Statistical Modeling Approach
    Not resolved to a course
    9
  41. 36-465
    Special Topics: Conceptual Foundations of Statistical Learning
    Not resolved to a course
    9
  42. 36-466
    Special Topics: Statistical Methods in Finance
    Not resolved to a course
    9
  43. 36-467
    Special Topics: Data over Space & Time
    Not resolved to a course
    9
  44. 36-468
    Special Topics: Text Analysis
    Not resolved to a course
    9
  45. 36-469
    Special Topics: Statistical Genomics and High Dimensional Inference
    Not resolved to a course
    9
  46. 36-470
    Special Topics: Statistical Methods in Health Sciences
    Not resolved to a course
    9
  47. 36-471
    Special Topics: Time Series
    Not resolved to a course
    9
  48. 36-472
    Special Topics: Computational Statistical Methods in Life Sciences
    Not resolved to a course
    9
  49. 36-473
    Special Topics: Statistical Principles of Generative AI
    Not resolved to a course
    9
  50. 36-490
    Undergraduate Research
    Not resolved to a course
    9
  51. 36-493
    Sports Analytics Capstone
    Not resolved to a course
    9
  52. 36-497
    Corporate Capstone Project
    Not resolved to a course
    9

3. Probability Theory and Statistical Theory18 units

2 items
  1. 36-235
    Probability and Statistical Inference I *
    Not resolved to a course
    9
  2. 36-236
    Probability and Statistical Inference II **
    Not resolved to a course
    9
Source. Carnegie Mellon University, catalog 2026-2027 — https://coursecatalog.web.cmu.edu/schools-colleges/dietrichcollegeofhumanitiesandsocialsciences/departmentofstatistics/statistics-data-science-minor/. Captured page pages/0386.html.gz. Assembled from the institution's published catalog as captured; every record names its captured page and source URL. Assembled, not asserted.