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Program checklist · Minor

Data Science and Analytics

University of Pennsylvania · Philadelphia, 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
Total credits (published)
6
Catalog edition
2026-2027
Checklist type
degree-program
Identifiers
IPEDS UNITID
215062
CourseShelf checklist
CK_215062_5d2c37aa
CollegeTransfer.Net
Institution Transfer Profile
Source
CourseShelf publish 59

Requirements to complete

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

Curriculum

0 items

    Introductory Data Science and Programming

    0 items

      R

      3 items
      1. CRIM 4002
        Criminal Justice Data Analytics
        As published: “Criminal Justice Data Analytics (Or)”
      2. LING 0700
        Data Science for Studying Language and
        As published: “Data Science for Studying Language and the Mind”
      3. PSCI 1800

      Python

      5 items
      1. CIS 1050
      2. ENGL 1670
        1
      3. PHYS 1100
      4. PHYS 2260
      5. COMM 1280
        1

      Math and Statistics

      15 items
      1. BIOL 2510
      2. CRIM 1200
      3. ECON 2300
        3
      4. ENM 3600
      5. ENM 3750
      6. ESE 3010
        1
      7. GAFL 6110
        1
      8. PHYS 3358
      9. PSCI 1801
      10. PSCI 3803
      11. SOCI 2010
        2
      12. STAT 1120
      13. STAT 1020
      14. STAT 4300
        4
      15. STAT 4310
        1

      Applied Data Science

      0 items

        R

        11 items
        1. BIOL 4511
        2. CRIM 4012
        3. ECON 4330
          Econometric Machine Learning Methods
          As published: “Econometric Machine Learning Methods and Models”
        4. GAFL 5310
        5. PSCI 3800
        6. PSCI 4811
          Machine Learning in Political Science, Sociology, and
          As published: “Machine Learning in Political Science, Sociology, and Economics”
        7. STAT 4230
          1
        8. STAT 4420
        9. STAT 4710
        10. STAT 4700
        11. STAT 4730

        Python

        6 items
        1. CIS 4190
          /5190 Applied Machine Learning
          As published: “Applied Machine Learning”
          1
        2. CIS 5450
        3. ESE 2000
          Artificial Intelligence Lab: Data, Systems
          As published: “Artificial Intelligence Lab: Data, Systems, and Decisions”
        4. ESE 3600
        5. PHYS 2200
          Applied Data Science - Deep Learning and
          As published: “Applied Data Science - Deep Learning and Artificial Intelligence”
        6. PHYS 3359

        Electives

        electives · 26 items
        1. ACCT 2700
        2. ANTH 1905
        3. ANTH 3307
        4. ASTR 1250
        5. BIOL 4536
        6. CIMS 2666
        7. CIS 4230
        8. CIS 4500
        9. COGS 4290
        10. COMM 3130
        11. COMM 4190
          Talking with AI: Computational and
          As published: “Talking with AI: Computational and Communication Approaches”
        12. ECON 2310
        13. EESC 3376
        14. ENVS 3700
        15. LING 2220
        16. LING 2250
          Computer Analysis and Modeling of
          As published: “Computer Analysis and Modeling of Biological Signals and Systems”
        17. MKTG 2120
        18. MKTG 3090
          Experiments for Business Decision Making
          As published: “Experiments for Business Decision Making (Center Special Topic)”
          2
        19. PHYS 2280
          1
        20. PSCI 3802
        21. SOCI 2220
        22. STAT 4240
        23. STAT 4750
        24. ASTR 1211
        25. URBS 3300
        26. CIS 2210
          Introduction to Artificial Intelligence
          As published: “Introduction to Artificial Intelligence”
        Source. University of Pennsylvania, catalog 2026-2027 — https://catalog.upenn.edu/undergraduate/programs/data-science-analytics-minor/. Captured page pages/0408.html.gz. Assembled from the institution's published catalog as captured; every record names its captured page and source URL. Assembled, not asserted.