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CS 76433 credit hours

Deep Learning(DL)

Modern deep learning: architectures, optimization, regularization, attention, transformers, and generative models.

Machine Learning · electiveComputational Perception & Robotics · electiveInteractive Intelligence · electiveDLPyTorchpapers

Distributions

Difficulty
3.9of 5
n = 16
0
1
4
6
5
1
2
3
4
5
Weekly workload
14.0hrs/wk
n = 16
1
3
6
3
2
1
0
0
<5
5–9
10–14
15–19
20–24
25–29
30–34
35+
Overall rating
4.2of 5
n = 16
0
0
4
5
7
1★
2★
3★
4★
5★

Logistics

Terms offered
Fall
Spring
Summer
Prerequisites
  • ML or equivalent
  • Linear algebra
  • Calculus
Counts toward
  • Machine Learningelective
  • Computational Perception & Roboticselective
  • Interactive Intelligenceelective

Reviews (16)

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16 of 16
  1. 5 / 5
    Difficulty3/5Workload14 hr/wkRecommendYes

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

  2. 3 / 5
    Difficulty4/5Workload23 hr/wkRecommendYes

    Project-driven course. Most of the 23 hrs/wk go to assignments rather than lectures.

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

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

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

    Project-driven course. Most of the 13 hrs/wk go to assignments rather than lectures.

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

    Took this in Fall 2024. Workload averaged ~15 hrs/wk. Difficulty felt fair. Instructors engage in forums.

  6. 5 / 5
    Difficulty5/5Workload29 hr/wkRecommendYes

    If you have no recent academic study, this is approachable. Otherwise plan for ~29 hrs/wk and a few late nights.

  7. 4 / 5
    Difficulty4/5Workload1 hr/wkRecommendYes

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

  8. 5 / 5
    Difficulty4/5Workload19 hr/wkRecommendYes

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

  9. 4 / 5
    Difficulty5/5Workload16 hr/wkRecommendYes

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

  10. 4 / 5
    Difficulty5/5Workload9 hr/wkRecommendYes

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

  11. 3 / 5
    Difficulty5/5Workload5 hr/wkRecommendYes

    Took this in Fall 2024. Workload averaged ~5 hrs/wk. Difficulty felt brutal. Instructors engage in forums.

  12. 5 / 5
    Difficulty5/5Workload13 hr/wkRecommendYes

    Honest review: brutal class, light workload. Loved projects feel real-world. Hated late policy is strict.

  13. 5 / 5
    Difficulty3/5Workload14 hr/wkRecommendYes

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

  14. 3 / 5
    Difficulty3/5Workload11 hr/wkRecommendYes

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

  15. 5 / 5
    Difficulty4/5Workload7 hr/wkRecommendYes

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

  16. 4 / 5
    Difficulty4/5Workload21 hr/wkRecommendYes

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