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CS 66013 credit hours

Artificial Intelligence(AI)

Classical AI: search, games, CSPs, planning, probabilistic reasoning, learning, and HMMs. Project-heavy and pacing-intensive.

Machine Learning · coreInteractive Intelligence · coreComputational Perception & Robotics · coreAIPythonexams

Distributions

Difficulty
4.1of 5
n = 26
0
0
8
8
10
1
2
3
4
5
Weekly workload
22.1hrs/wk
n = 26
0
0
4
5
7
6
4
0
<5
5–9
10–14
15–19
20–24
25–29
30–34
35+
Overall rating
4.3of 5
n = 26
0
0
4
10
12
1★
2★
3★
4★
5★

Logistics

Terms offered
Fall
Spring
Summer
Prerequisites
  • Probability
  • Linear algebra
Counts toward
  • Machine Learningcore
  • Interactive Intelligencecore
  • Computational Perception & Roboticscore

Reviews (26)

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26 of 26
  1. 4 / 5
    Difficulty4/5Workload12 hr/wkRecommendYes

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

  2. 5 / 5
    Difficulty4/5Workload22 hr/wkRecommendYes

    If you have a math-heavy background, this is approachable. Otherwise plan for ~22 hrs/wk and a few late nights.

  3. 5 / 5
    Difficulty5/5Workload12 hr/wkRecommendYes

    Took this in Fall 2025. Workload averaged ~12 hrs/wk. Difficulty felt brutal. Office hours actually helpful.

  4. 5 / 5
    Difficulty4/5Workload31 hr/wkRecommendYes

    Took this in Fall 2022. Workload averaged ~31 hrs/wk. Difficulty felt hard. Instructors engage in forums.

  5. 5 / 5
    Difficulty4/5Workload25 hr/wkRecommendYes

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

  6. 4 / 5
    Difficulty3/5Workload20 hr/wkRecommendYes

    Honest review: fair class, moderate workload. Loved office hours actually helpful. Hated project scope creep mid-semester.

  7. 3 / 5
    Difficulty5/5Workload17 hr/wkRecommendYes

    If you have an undergrad CS background, this is approachable. Otherwise plan for ~17 hrs/wk and a few late nights.

  8. 3 / 5
    Difficulty5/5Workload26 hr/wkRecommendYes

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

  9. 5 / 5
    Difficulty4/5Workload21 hr/wkRecommendYes

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

  10. 4 / 5
    Difficulty3/5Workload11 hr/wkRecommendYes

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

  11. 4 / 5
    Difficulty5/5Workload21 hr/wkRecommendYes

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

  12. 4 / 5
    Difficulty3/5Workload27 hr/wkRecommendYes

    Took this in Fall 2024. Workload averaged ~27 hrs/wk. Difficulty felt fair. Pacing is reasonable.

  13. 5 / 5
    Difficulty5/5Workload23 hr/wkRecommendYes

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

  14. 4 / 5
    Difficulty3/5Workload19 hr/wkRecommendYes

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

  15. 5 / 5
    Difficulty5/5Workload30 hr/wkRecommendYes

    If you have industry experience in backend, this is approachable. Otherwise plan for ~30 hrs/wk and a few late nights.

  16. 5 / 5
    Difficulty5/5Workload25 hr/wkRecommendYes

    Took this in Summer 2025. Workload averaged ~25 hrs/wk. Difficulty felt brutal. Pacing is reasonable.

  17. 4 / 5
    Difficulty4/5Workload14 hr/wkRecommendYes

    Took this in Summer 2025. Workload averaged ~14 hrs/wk. Difficulty felt hard. Assignments build on each other.

  18. 3 / 5
    Difficulty3/5Workload24 hr/wkRecommendYes

    fair pace, moderate hours weekly. Coming in I had an undergrad CS background. Glad I stuck with it.

  19. 4 / 5
    Difficulty4/5Workload34 hr/wkRecommendYes

    Took this in Spring 2025. Workload averaged ~34 hrs/wk. Difficulty felt hard. Projects feel real-world.

  20. 3 / 5
    Difficulty3/5Workload19 hr/wkRecommendYes

    If you have two prior OMSCS courses, this is approachable. Otherwise plan for ~19 hrs/wk and a few late nights.

  21. 4 / 5
    Difficulty3/5Workload17 hr/wkRecommendYes

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

  22. 5 / 5
    Difficulty4/5Workload27 hr/wkRecommendYes

    If you have industry experience in backend, this is approachable. Otherwise plan for ~27 hrs/wk and a few late nights.

  23. 5 / 5
    Difficulty5/5Workload21 hr/wkRecommendYes

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

  24. 4 / 5
    Difficulty3/5Workload30 hr/wkRecommendYes

    If you have two prior OMSCS courses, this is approachable. Otherwise plan for ~30 hrs/wk and a few late nights.

  25. 5 / 5
    Difficulty5/5Workload18 hr/wkRecommendYes

    Took this in Summer 2023. Workload averaged ~18 hrs/wk. Difficulty felt brutal. Office hours actually helpful.

  26. 5 / 5
    Difficulty5/5Workload28 hr/wkRecommendYes

    Took this in Spring 2023. Workload averaged ~28 hrs/wk. Difficulty felt brutal. Solid foundation for follow-on courses.