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CSE 62423 credit hours

Data & Visual Analytics(DVA)

End-to-end data analytics pipeline: scraping, cleaning, modeling, scaling, and interactive D3 visualization.

Machine Learning · coreInteractive Intelligence · electiveComputing Systems · electiveanalyticsD3Pythonteam project

Distributions

Difficulty
3.0of 5
n = 24
0
5
14
5
0
1
2
3
4
5
Weekly workload
15.6hrs/wk
n = 24
0
2
9
7
5
1
0
0
<5
5–9
10–14
15–19
20–24
25–29
30–34
35+
Overall rating
3.7of 5
n = 24
1
0
9
9
5
1★
2★
3★
4★
5★

Logistics

Terms offered
Fall
Spring
Summer
Prerequisites
None listed.
Counts toward
  • Machine Learningcore
  • Interactive Intelligenceelective
  • Computing Systemselective

Reviews (24)

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24 of 24
  1. 3 / 5
    Difficulty4/5Workload16 hr/wkRecommendYes

    Project-driven course. Most of the 16 hrs/wk go to assignments rather than lectures.

  2. 5 / 5
    Difficulty2/5Workload12 hr/wkRecommendYes

    If you have limited Python exposure, this is approachable. Otherwise plan for ~12 hrs/wk and a few late nights.

  3. 5 / 5
    Difficulty3/5Workload21 hr/wkRecommendYes

    Project-driven course. Most of the 21 hrs/wk go to assignments rather than lectures.

  4. 3 / 5
    Difficulty2/5Workload12 hr/wkRecommendYes

    manageable pace, light hours weekly. Coming in I had two prior OMSCS courses. Glad I stuck with it.

  5. 3 / 5
    Difficulty3/5Workload17 hr/wkRecommendYes

    Project-driven course. Most of the 17 hrs/wk go to assignments rather than lectures.

  6. 4 / 5
    Difficulty3/5Workload14 hr/wkRecommendYes

    Honest review: fair class, light workload. Loved lectures are well-produced. Hated late policy is strict.

  7. 5 / 5
    Difficulty4/5Workload18 hr/wkRecommendYes

    If you have an undergrad CS background, this is approachable. Otherwise plan for ~18 hrs/wk and a few late nights.

  8. 5 / 5
    Difficulty2/5Workload19 hr/wkRecommendYes

    If you have limited Python exposure, this is approachable. Otherwise plan for ~19 hrs/wk and a few late nights.

  9. 4 / 5
    Difficulty3/5Workload22 hr/wkRecommendYes

    Project-driven course. Most of the 22 hrs/wk go to assignments rather than lectures.

  10. 3 / 5
    Difficulty3/5Workload20 hr/wkRecommendYes

    Would I take it again? Yes. The course rewards consistent weekly effort.

  11. 3 / 5
    Difficulty3/5Workload11 hr/wkRecommendYes

    Project-driven course. Most of the 11 hrs/wk go to assignments rather than lectures.

  12. 4 / 5
    Difficulty4/5Workload12 hr/wkRecommendYes

    Would I take it again? Yes. The course rewards consistent weekly effort.

  13. 4 / 5
    Difficulty4/5Workload26 hr/wkRecommendYes

    Project-driven course. Most of the 26 hrs/wk go to assignments rather than lectures.

  14. 3 / 5
    Difficulty3/5Workload19 hr/wkRecommendYes

    Project-driven course. Most of the 19 hrs/wk go to assignments rather than lectures.

  15. 3 / 5
    Difficulty3/5Workload8 hr/wkRecommendYes

    fair pace, light hours weekly. Coming in I had a math-heavy background. Glad I stuck with it.

  16. 4 / 5
    Difficulty3/5Workload20 hr/wkRecommendYes

    Took this in Summer 2025. Workload averaged ~20 hrs/wk. Difficulty felt fair. Instructors engage in forums.

  17. 4 / 5
    Difficulty3/5Workload12 hr/wkRecommendYes

    Honest review: fair class, light workload. Loved solid foundation for follow-on courses. Hated vague rubrics on writeups.

  18. 4 / 5
    Difficulty3/5Workload16 hr/wkRecommendYes

    Honest review: fair class, moderate workload. Loved office hours actually helpful. Hated heavy reading load.

  19. 4 / 5
    Difficulty4/5Workload13 hr/wkRecommendYes

    Honest review: hard class, light workload. Loved pacing is reasonable. Hated steep ramp-up week one.

  20. 1 / 5
    Difficulty2/5Workload14 hr/wkRecommendNo

    Project-driven course. Most of the 14 hrs/wk go to assignments rather than lectures.

  21. 3 / 5
    Difficulty2/5Workload16 hr/wkRecommendYes

    Project-driven course. Most of the 16 hrs/wk go to assignments rather than lectures.

  22. 3 / 5
    Difficulty3/5Workload5 hr/wkRecommendYes

    If you have industry experience in backend, this is approachable. Otherwise plan for ~5 hrs/wk and a few late nights.

  23. 4 / 5
    Difficulty3/5Workload21 hr/wkRecommendYes

    Took this in Summer 2023. Workload averaged ~21 hrs/wk. Difficulty felt fair. Reasonable tooling, no setup hell.

  24. 5 / 5
    Difficulty3/5Workload11 hr/wkRecommendYes

    fair pace, light hours weekly. Coming in I had no recent academic study. Glad I stuck with it.