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SDS113 classes

Statistics and Data Sciences classes at UT Austin

UT lists 113 SDS classes. 50 have grades since 2011, with a 3.49 average GPA and 53% A’s.

By Sulayman Bowles · Grade data updated

Lower-division classes 17

  1. SDS 301Elementary Statistical Methods3 credit hours · grades through Summer 20263.3444% A’s
  2. SDS 302DATA ANLY FOR HLTH SCIENCES-WBgrades through Summer 2021 · not in UT’s catalog3.4144% A’s
  3. SDS 302FFoundations of Data Analysis3 credit hours · grades through Spring 20263.6467% A’s
  4. SDS 304STATISTICS IN HEALTH CAREgrades through Fall 2016 · not in UT’s catalog3.2340% A’s
  5. SDS 306STATS IN MARKET ANALYSIS-WBgrades through Spring 2021 · not in UT’s catalog3.1534% A’s
  6. SDS 310TNUMBERING RACEgrades through Fall 2016 · not in UT’s catalog3.2622% A’s
  7. SDS 313Introduction to Data Science3 credit hours · grades through Fall 20253.8785% A’s
  8. SDS 315Statistical Thinking3 credit hours · grades through Spring 20263.6251% A’s
  9. SDS 119STopics in Statistics and Data Sciences1–9 credit hoursCatalog only
  10. SDS 219STopics in Statistics and Data Sciences1–9 credit hoursCatalog only
  11. SDS 319STopics in Statistics and Data Sciences1–9 credit hoursCatalog only
  12. SDS 419STopics in Statistics and Data Sciences1–9 credit hoursCatalog only
  13. SDS 519STopics in Statistics and Data Sciences1–9 credit hoursCatalog only
  14. SDS 619STopics in Statistics and Data Sciences1–9 credit hoursCatalog only
  15. SDS 719STopics in Statistics and Data Sciences1–9 credit hoursCatalog only
  16. SDS 819STopics in Statistics and Data Sciences1–9 credit hoursCatalog only
  17. SDS 919STopics in Statistics and Data Sciences1–9 credit hoursCatalog only

Upper-division classes 45

  1. SDS 320EElements of Statistics3 credit hours · grades through Summer 20263.4749% A’s
  2. SDS 320HElements of Statistics: Honors3 credit hours · grades through Fall 20233.9996% A’s
  3. SDS 321Introduction to Probability and Statistics3 credit hours · grades through Spring 20263.3751% A’s
  4. SDS 322INTRO SCIENTIFIC PROGRAMMINGgrades through Spring 2024 · not in UT’s catalog3.6869% A’s
  5. SDS 322EElements of Data Science3 credit hours · grades through Spring 20263.7979% A’s
  6. SDS 323STATISTICAL LEARNING/INFERENCEgrades through Spring 2024 · not in UT’s catalog3.6863% A’s
  7. SDS 324EElements of Regression Analysis3 credit hours · grades through Spring 20263.5556% A’s
  8. SDS 325HHonors Statistics3 credit hours · grades through Fall 20213.6458% A’s
  9. SDS 326EElements of Statistical Machine Learning3 credit hours · grades through Spring 20264.0099% A’s
  10. SDS 328MBIOSTATISTICS-WBgrades through Summer 2021 · not in UT’s catalog3.4343% A’s
  11. SDS 129STopics in Statistics and Data Sciences1–9 credit hoursCatalog only
  12. SDS 229STopics in Statistics and Data Sciences1–9 credit hoursCatalog only
  13. SDS 329CPRACTICAL LINEAR ALGEBRA I-WBgrades through Fall 2020 · not in UT’s catalog3.5057% A’s
  14. SDS 329STopics in Statistics and Data Sciences1–9 credit hoursCatalog only
  15. SDS 429STopics in Statistics and Data Sciences1–9 credit hoursCatalog only
  16. SDS 529STopics in Statistics and Data Sciences1–9 credit hoursCatalog only
  17. SDS 629STopics in Statistics and Data Sciences1–9 credit hoursCatalog only
  18. SDS 729STopics in Statistics and Data Sciences1–9 credit hoursCatalog only
  19. SDS 829STopics in Statistics and Data Sciences1–9 credit hoursCatalog only
  20. SDS 929STopics in Statistics and Data Sciences1–9 credit hoursCatalog only
  21. SDS 431Probability and Statistical Inference4 credit hours · grades through Fall 20253.2532% A’s
  22. SDS 332STAT MOD FOR HLTH/BEHVR SCI-WBgrades through Spring 2021 · not in UT’s catalog3.5059% A’s
  23. SDS 334Intermediate Statistical Methods3 credit hours · grades through Spring 20263.8783% A’s
  24. SDS 335SCIENTIF & TECHNICAL COMPUTINGgrades through Fall 2022 · not in UT’s catalog3.4653% A’s
  25. SDS 336Practical Machine Learning3 credit hours · grades through Fall 20253.7778% A’s
  26. SDS 348COMPUTATNL BIO & INFRMTCS-WBgrades through Spring 2021 · not in UT’s catalog3.7469% A’s
  27. SDS 354Advanced Statistical Methods3 credit hours · grades through Fall 20253.6969% A’s
  28. SDS 357Case Studies in Data Science3 credit hours · grades through Spring 20263.9383% A’s
  29. SDS 3581-APPLIED REGRESSN ANALYSIS-WBgrades through Fall 2020 · not in UT’s catalog3.5548% A’s
  30. SDS 364Bayesian Statistics3 credit hoursCatalog only
  31. SDS 365Special Topics in Statistics and Data Science3 credit hoursCatalog only
  32. SDS 365.1Sports Analytics3 credit hoursCatalog only
  33. SDS 365.2Data Product Development3 credit hoursCatalog only
  34. SDS 366Data Visualization3 credit hours · grades through Spring 20263.9183% A’s
  35. SDS 368Statistical Theory3 credit hoursCatalog only
  36. SDS 374CParallel Computing for Science and Engineering3 credit hours · grades through Spring 20233.4248% A’s
  37. SDS 374EVisualization and Data Analysis for Science and Engineering3 credit hours · grades through Fall 20193.507% A’s
  38. SDS 375Special Topics in Scientific Computation3 credit hours · grades through Fall 20253.8179% A’s
  39. SDS 378Introduction to Mathematical Statistics3 credit hours · grades through Spring 20213.7257% A’s
  40. SDS 378PDecision Analytics3 credit hoursCatalog only
  41. SDS 179RUndergraduate Research1–4 credit hoursCatalog only
  42. SDS 279RUndergraduate Research1–4 credit hoursCatalog only
  43. SDS 379HHonors Undergraduate Research3 credit hoursCatalog only
  44. SDS 379RUndergraduate Research1–4 credit hoursCatalog only
  45. SDS 479RUndergraduate Research1–4 credit hoursCatalog only

Graduate and professional classes 51

  1. SDS 380CStatistical Methods I3 credit hours · grades through Fall 20253.9393% A’s
  2. SDS 380DStatistical Methods II3 credit hours · grades through Spring 20263.9493% A’s
  3. SDS 381MTopics in Statistics and Data Science Foundations3 credit hoursCatalog only
  4. SDS 183KTopics in Data Analysis Applications1 credit hourCatalog only
  5. SDS 383CStatistical Modeling I3 credit hours · grades through Fall 20243.7569% A’s
  6. SDS 383DStatistical Modeling II3 credit hours · grades through Spring 20233.9076% A’s
  7. SDS 384Topics in Statistics and Probability3 credit hours · grades through Spring 20263.7465% A’s
  8. SDS 384.1Applied Probability3 credit hoursCatalog only
  9. SDS 384.2Mathematical Statistics I3 credit hoursCatalog only
  10. SDS 384.3Mathematical Statistics II3 credit hoursCatalog only
  11. SDS 384.4Regression Analysis3 credit hoursCatalog only
  12. SDS 384.6Design and Analysis of Experiments3 credit hoursCatalog only
  13. SDS 384.7Bayesian Statistical Methods3 credit hoursCatalog only
  14. SDS 384.8Time Series Analysis3 credit hoursCatalog only
  15. SDS 384.9Computational Statistics3 credit hoursCatalog only
  16. SDS 384.10Stochastic Processes3 credit hoursCatalog only
  17. SDS 384.11Theoretical Statistics3 credit hoursCatalog only
  18. SDS 385Topics in Applied Statistics3 credit hours · grades through Fall 20243.8266% A’s
  19. SDS 386CProbabilistic Graphical Modelgrades through Fall 2014 · not in UT’s catalog3.9482% A’s
  20. SDS 386DMonte Carlo Mthds in Statsgrades through Spring 2023 · not in UT’s catalog3.9289% A’s
  21. SDS 386MTopics in Statistics and Data Science Extensions3 credit hoursCatalog only
  22. SDS 386M.1Data Visualization3 credit hoursCatalog only
  23. SDS 387Linear Models3 credit hours · grades through Fall 20233.8469% A’s
  24. SDS 388Consulting Seminargrades through Fall 2016 · not in UT’s catalog3.9086% A’s
  25. SDS 189RGraduate Research1–4 credit hoursCatalog only
  26. SDS 289RGraduate Research1–4 credit hoursCatalog only
  27. SDS 389Time Series & Dynamic Modelsgrades through Fall 2015 · not in UT’s catalog3.6935% A’s
  28. SDS 389RGraduate Research1–4 credit hoursCatalog only
  29. SDS 489RGraduate Research1–4 credit hoursCatalog only
  30. SDS 190Readings in Statistics1 credit hourCatalog only
  31. SDS 391PTopics in Statistics and Data Science Foundations3 credit hours · grades through Spring 20263.9895% A’s
  32. SDS 391P.1Advanced Statistical Modeling and Applications I3 credit hoursCatalog only
  33. SDS 391P.2Advanced Statistical Modeling and Applications II3 credit hoursCatalog only
  34. SDS 391P.3Theory of the Linear Model3 credit hoursCatalog only
  35. SDS 391P.4Computational Inference3 credit hoursCatalog only
  36. SDS 391P.5Concepts in Mathematical Statistics3 credit hoursCatalog only
  37. SDS 391P.6Theoretical Statistics and Machine Learning3 credit hoursCatalog only
  38. SDS 392Intro Scientific Programmng (web-based)grades through Spring 2021 · not in UT’s catalog3.8578% A’s
  39. SDS 393CNumerical Analysis: Linear Algebra3 credit hoursCatalog only
  40. SDS 393DNumerical Analysis: Interpolation, Approximation, Quadrature, and Differential Equations3 credit hoursCatalog only
  41. SDS 394Scientif & Technical Computinggrades through Fall 2021 · not in UT’s catalog3.7469% A’s
  42. SDS 394CParallel Comput for Sci & Engrgrades through Spring 2023 · not in UT’s catalog3.7565% A’s
  43. SDS 394EVisualizatn/Data Anly Sci/Engrgrades through Fall 2019 · not in UT’s catalog3.4915% A’s
  44. SDS 395Data Viz in Rgrades through Spring 2023 · not in UT’s catalog3.9489% A’s
  45. SDS 396PTopics in Statistics and Data Science Extensions3 credit hoursCatalog only
  46. SDS 396P.1Statistical Machine Learning Optimization3 credit hoursCatalog only
  47. SDS 398RMaster's Report3 credit hoursCatalog only
  48. SDS 398TSupervised Teaching in Statistics and Data Sciences3 credit hoursCatalog only
  49. SDS 399WDissertation3, 6, or 9 credit hoursCatalog only
  50. SDS 699WDissertation3, 6, or 9 credit hoursCatalog only
  51. SDS 999WDissertation3, 6, or 9 credit hoursCatalog only

How we got this

Class names, credit hours and descriptions come from UT’s Statistics and Data Sciences catalog page, checked October 27, 2026.

Grades come from UT’s grade dashboard. We combine every letter grade since Summer 2011, so bigger classes count for more. A’s counts A grades; A− has its own bar on each class page. How the averages are calculated.

Before you register

Sections, times, and seats change every term. Check SDS in UT’s class schedule for the semester you’re planning.

Open UT’s class schedule ↗