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Program checklist · B.S.

Data Science, B.S.

University of Virginia-Main Campus · Charlottesville, VA

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
B.S.
Credential class
ceterms:BachelorDegree
Total credits (published)
120
Credits (computed from items)
413
Catalog edition
2026-2027
Checklist type
degree-program
Identifiers
IPEDS UNITID
234076
CourseShelf checklist
CK_234076_c1238164
CollegeTransfer.Net
Institution Transfer Profile
Source
CourseShelf publish 59

Requirements to complete

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

General Education Requirements (33 credits)

15 items
  1. Rhetoric for the 21st Century: 6 credits required First Writing Requirement 3 credits required Students transferring from the School of Engineering and Applied Science can meet the First Writing Requirement one of two ways: 1. Students who have taken (and passed with a C- or better) both ENGR 1010 and ENGR 1020 can use those courses to satisfy the First Writing Requirement. 2. Students who have taken (and passed with a C- or better) only one course in the two-course sequence of ENGR 1010-ENGR 1020 must enroll in either ENWR 1510, ENWR 1520, or ENWR 1530 to fulfill First Writing Requirement.
    Not resolved to a course
  2. 3
  3. Satisfies Second Writing Requirement
    Not resolved to a course
    3
  4. Quantification, Computation, and Data Analysis: 6 credits required
    Not resolved to a course
  5. 3
  6. Satisfies 3 credits of the Quantification, Computation, and Data Analysis Requirement.
    Not resolved to a course
  7. Artistic, Interpretive, and Philosophical Inquiry: 3 credits required
    Not resolved to a course
  8. Chemical, Mathematical, and Physical Universe: 3 credits required
    Not resolved to a course
  9. Cultures and Societies of the World: 3 credits required
    Not resolved to a course
  10. Historical Perspectives: 3 credits required
    Not resolved to a course
  11. Living Systems: 3 credits required
    Not resolved to a course
  12. Social and Economic Systems: 3 credits required
    Not resolved to a course
  13. Science and Society: 3 credits required
    Not resolved to a course
  14. 3
  15. Satisfies the Science and Society Requirement.
    Not resolved to a course

Prerequisites

0 items

    Foundation of Data Science

    1 item
    1. 3

    Programming Requirement

    9 items
    1. Enrollment in one of the following courses at UVA:
      Not resolved to a course
    2. 3
    3. 3
    4. 3
    5. 3
    6. 3
    7. 3
    8. AP Computer Science A with a score if 4 or 5
      Not resolved to a course
    9. IB HL Computer Science with a score of 5, 6, or 7
      Not resolved to a course

    Program Requirements

    4 items
    1. Number of DS Course Credits required: 49
      Not resolved to a course
    2. Number of Credits required to be taken at UVA: 60
      Not resolved to a course
    3. Minimum CUM GPA to graduate: 2.00
      Not resolved to a course
    4. Total Credits required: 120 credits
      Not resolved to a course

    Core Curriculum (40 credits)

    17 items
    1. 3
    2. 3
    3. 3
    4. 3
    5. 4
    6. 3
    7. 3
    8. 3
    9. 3
    10. 3
    11. 3
    12. 3
    13. One of the following Math courses
      Not resolved to a course
    14. 4
    15. 3
    16. 4
    17. The Math requirement can also be satisfied through test credit (AB or BC Calculus with a score of 4 or 5, or IB HL Mathematics with a score of 5, 6, or 7), transfer credit allowed by the College of Arts & Sciences, and a higher-level Calculus course, such as MATH 1220 A Survey of Calculus II, MATH 1320 Calculus II, MATH 2310 Calculus III, or MATH 2315 Advanced Calculus and Linear Algebra. For those who transferred from the School of Engineering and Applied Science, the calculus requirement may also be met by APMA 1090 Single Variable Calculus I, APMA 1110 Single Variable Calculus II, or APMA 2120 Multivariate Calculus. The Math Requirement cannot satisfy the Quantification, Computation, and Data Analysis General Education Requirement.
      Not resolved to a course

    Exceptions & Substitutions

    0 items

      Data Science Electives (9 credits)

      0 items

        Analytics Concentration

        8 items
        1. 3
        2. 3
        3. 3
        4. DS 5001
          Text as Data
          Not resolved to a course
          3
        5. DS 5080
          Genomics Foundations
          Not resolved to a course
          3
        6. DS 5122
          Large Language Models
          Not resolved to a course
          3
        7. DS 5062
          Sports & Data
          Not resolved to a course
          3
        8. DS 5XXX Advanced Data Pipelines
          Not resolved to a course
          3

        Systems Concentration

        5 items
        1. 3
        2. 3
        3. DS 5220
          Advanced Cloud Computing
          Not resolved to a course
          3
        4. DS 5221
          Stream Processing
          Not resolved to a course
          3
        5. DS 5XXX Advanced Data Pipelines
          Not resolved to a course
          3

        Design Concentration

        4 items
        1. 3
        2. 3
        3. DS 5320
          Design of Artificial Intelligence Products & Services
          Not resolved to a course
          3
        4. DS 5XXX Advanced Data Pipelines
          Not resolved to a course
          3

        Value Concentration

        4 items
        1. 3
        2. 3
        3. DS 5420
          Mainframes to Memes (Past, Present, & Future of Information Technology)
          Not resolved to a course
          3
        4. DS 5320
          Design of Artificial Intelligence Products & Services
          Not resolved to a course

        Collaborative Concentrations (may select 1 or more)

        0 items

          Educational Analytics Concentration

          4 items
          1. 3
          2. 3
          3. 3
          4. 3

          Neuroscience (NESC) Concentration

          23 items
          1. 4
          2. One of the following introductory Neuroscience courses:
            Not resolved to a course
          3. 3
          4. 3
          5. Once course from the courses below:
            Not resolved to a course
          6. 4
          7. OR one of the following elective classes:
            Not resolved to a course
          8. 3
          9. 3
          10. 3
          11. 3
          12. 3
          13. 3
          14. 3
          15. 3
          16. 3
          17. 3
          18. 3
          19. 3
          20. 3
          21. Approved Topic: Consciousness Approved Topic: RM: Cognitive Psychology
            Not resolved to a course
          22. PSYC 5270
            RM: Computational Neuroscience
            Not resolved to a course
            3
          23. PSYC 5326
            The Neuroscience of Social Relationships
            Not resolved to a course
            3

          Analytical Accounting Concentration

          5 items
          1. 1.5
          2. 1.5
          3. 3
          4. 1
          5. Approved Topic: Financial Accounting Pathway
            Not resolved to a course

          Environmental Science Concentration

          34 items
          1. Required courses - At least one of the following core courses with its respective lab:
            Not resolved to a course
          2. 3
          3. 1
          4. 3
          5. 1
          6. 3
          7. 1
          8. 3
          9. 1
          10. Elective courses (pending students’ satisfaction of course prerequisites)
            Not resolved to a course
          11. 4
          12. 4
          13. 2
          14. 3
          15. 3
          16. 3
          17. 3
          18. 3
          19. 3
          20. 1
          21. Approved Topic: Objective Analysis in Environmental Science
            Not resolved to a course
          22. 3
          23. 4
          24. 3
          25. 4
          26. 3
          27. EVSC 5040
            Messy Data: Statistical Methods in Ecology and Environmental Sciences
            Not resolved to a course
            4
          28. EVAT 5300
            Introduction to Climatology
            Not resolved to a course
            3
          29. EVAT 5400
            Boundary Layer Meteorology
            Not resolved to a course
            3
          30. EVEC 5220
            Terrestrial Ecology
            Not resolved to a course
            4
          31. EVGE 5820
            Geomorphology
            Not resolved to a course
            4
          32. EVGE 5840
            Sediment Processes and Environments
            Not resolved to a course
            3
          33. EVHY 5610
            GIS: Watershed Resilience
            Not resolved to a course
            3
          34. EVHY 5650
            Hydrological Transport Processes
            Not resolved to a course
            4

          Astronomy Concentration

          3 items
          1. 3
          2. 3
          3. 3

          Human Movement and Physiology Concentration

          9 items
          1. Required course:
            Not resolved to a course
          2. 3
          3. Elective courses - Two of the following:
            Not resolved to a course
          4. 3
          5. 3
          6. 3
          7. 3
          8. 3
          9. 3

          Mathematics Concentration

          3 items
          1. or: MATH 3351 - Elementary Linear Algebra
            3
          2. Note: Students should plan ahead, as one or the other of these is prerequisite for most later courses.
            Not resolved to a course
          3. Students must complete two additional mathematics courses at or above the 3000 level, including at least one at or above the 4000 level.
            Not resolved to a course

          Economics Concentration

          0 items

            Global Public Health Concentration

            5 items
            1. Choose three courses from the list below.
              Not resolved to a course
            2. 3
            3. 3
            4. 3
            5. 3

            Public Policy and Leadership Concentration

            7 items
            1. Two required courses:
              Not resolved to a course
            2. 3
            3. 3
            4. One course from the list below:
              Not resolved to a course
            5. 3
            6. 3
            7. 3

            Electives

            0 items

              Elective Course Options

              14 items
              1. 4
              2. 3
              3. 3
              4. 3
              5. 3
              6. 4
              7. 3
              8. 3
              9. 3
              10. 3
              11. 3
              12. 3
              13. 3
              14. 3
              Source. University of Virginia-Main Campus, catalog 2026-2027 — https://virginia.catalog.acalog.com/preview_program.php?catoid=72&poid=11828. Captured page pages/0114.html.gz. Assembled from the institution's published catalog as captured; every record names its captured page and source URL. Assembled, not asserted.