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CS 76373 credit hours

Knowledge-Based AI(KBAI)

Cognitively-inspired AI: knowledge representation, frames, scripts, planning, learning, and metacognition. Build a Raven's-style agent.

Interactive Intelligence · coreMachine Learning · electiveAIPythonagentsfirst course

Distributions

Difficulty
2.9of 5
n = 21
1
6
8
6
0
1
2
3
4
5
Weekly workload
12.8hrs/wk
n = 21
0
7
7
5
2
0
0
0
<5
5–9
10–14
15–19
20–24
25–29
30–34
35+
Overall rating
4.1of 5
n = 21
0
0
4
10
7
1★
2★
3★
4★
5★

Logistics

Terms offered
Fall
Spring
Summer
Prerequisites
None listed.
Counts toward
  • Interactive Intelligencecore
  • Machine Learningelective

Reviews (21)

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21 of 21
  1. 4 / 5
    Difficulty3/5Workload20 hr/wkRecommendYes

    Honest review: fair class, moderate workload. Loved slack community is active. Hated project scope creep mid-semester.

  2. 5 / 5
    Difficulty3/5Workload13 hr/wkRecommendYes

    If you have an undergrad CS background, this is approachable. Otherwise plan for ~13 hrs/wk and a few late nights.

  3. 5 / 5
    Difficulty4/5Workload14 hr/wkRecommendYes

    Honest review: hard class, light workload. Loved reasonable tooling, no setup hell. Hated exam format feels punishing.

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

    If you have a math-heavy background, this is approachable. Otherwise plan for ~12 hrs/wk and a few late nights.

  5. 3 / 5
    Difficulty3/5Workload6 hr/wkRecommendYes

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

  6. 5 / 5
    Difficulty2/5Workload16 hr/wkRecommendYes

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

  7. 5 / 5
    Difficulty3/5Workload12 hr/wkRecommendYes

    If you have industry experience in backend, this is approachable. Otherwise plan for ~12 hrs/wk and a few late nights.

  8. 4 / 5
    Difficulty2/5Workload14 hr/wkRecommendYes

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

  9. 3 / 5
    Difficulty4/5Workload14 hr/wkRecommendYes

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

  10. 4 / 5
    Difficulty3/5Workload16 hr/wkRecommendYes

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

  11. 4 / 5
    Difficulty2/5Workload19 hr/wkRecommendYes

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

  12. 4 / 5
    Difficulty4/5Workload6 hr/wkRecommendYes

    Took this in Fall 2025. Workload averaged ~6 hrs/wk. Difficulty felt hard. Instructors engage in forums.

  13. 4 / 5
    Difficulty1/5Workload9 hr/wkRecommendYes

    Took this in Summer 2024. Workload averaged ~9 hrs/wk. Difficulty felt manageable. Office hours actually helpful.

  14. 4 / 5
    Difficulty4/5Workload9 hr/wkRecommendYes

    Project-driven course. Most of the 9 hrs/wk go to assignments rather than lectures.

  15. 5 / 5
    Difficulty3/5Workload15 hr/wkRecommendYes

    If you have industry experience in backend, this is approachable. Otherwise plan for ~15 hrs/wk and a few late nights.

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

    Took this in Spring 2023. Workload averaged ~20 hrs/wk. Difficulty felt fair. Pacing is reasonable.

  17. 5 / 5
    Difficulty3/5Workload6 hr/wkRecommendYes

    Honest review: fair class, light workload. Loved office hours actually helpful. Hated exam format feels punishing.

  18. 4 / 5
    Difficulty2/5Workload6 hr/wkRecommendYes

    Honest review: manageable class, light workload. Loved slack community is active. Hated project scope creep mid-semester.

  19. 4 / 5
    Difficulty4/5Workload8 hr/wkRecommendYes

    Honest review: hard class, light workload. Loved projects feel real-world. Hated project scope creep mid-semester.

  20. 3 / 5
    Difficulty4/5Workload19 hr/wkRecommendYes

    Took this in Fall 2025. Workload averaged ~19 hrs/wk. Difficulty felt hard. Instructors engage in forums.

  21. 3 / 5
    Difficulty2/5Workload14 hr/wkRecommendYes

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