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CS 76503 credit hours

Natural Language Processing(NLP)

Statistical and neural NLP: language modeling, sequence labeling, parsing, semantics, and modern transformer architectures.

Interactive Intelligence · coreMachine Learning · electiveNLPPyTorchpapers

Distributions

Difficulty
3.8of 5
n = 11
0
0
3
7
1
1
2
3
4
5
Weekly workload
14.3hrs/wk
n = 11
0
3
2
3
3
0
0
0
<5
5–9
10–14
15–19
20–24
25–29
30–34
35+
Overall rating
3.5of 5
n = 11
0
1
4
6
0
1★
2★
3★
4★
5★

Logistics

Terms offered
Fall
Spring
Summer
Prerequisites
  • ML helpful
Counts toward
  • Interactive Intelligencecore
  • Machine Learningelective

Reviews (11)

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11 of 11
  1. 4 / 5
    Difficulty4/5Workload8 hr/wkRecommendYes

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

  2. 4 / 5
    Difficulty4/5Workload24 hr/wkRecommendYes

    Project-driven course. Most of the 24 hrs/wk go to assignments rather than lectures.

  3. 3 / 5
    Difficulty4/5Workload12 hr/wkRecommendYes

    Honest review: hard class, light workload. Loved lectures are well-produced. Hated group dynamics are hit or miss.

  4. 4 / 5
    Difficulty4/5Workload5 hr/wkRecommendYes

    Project-driven course. Most of the 5 hrs/wk go to assignments rather than lectures.

  5. 4 / 5
    Difficulty5/5Workload15 hr/wkRecommendYes

    brutal pace, moderate hours weekly. Coming in I had limited Python exposure. Glad I stuck with it.

  6. 4 / 5
    Difficulty4/5Workload22 hr/wkRecommendYes

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

  7. 3 / 5
    Difficulty3/5Workload13 hr/wkRecommendYes

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

  8. 3 / 5
    Difficulty3/5Workload16 hr/wkRecommendYes

    If you have limited Python exposure, this is approachable. Otherwise plan for ~16 hrs/wk and a few late nights.

  9. 2 / 5
    Difficulty4/5Workload5 hr/wkRecommendNo

    Would I take it again? Probably not. The course rewards consistent weekly effort.

  10. 4 / 5
    Difficulty4/5Workload22 hr/wkRecommendYes

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

  11. 3 / 5
    Difficulty3/5Workload15 hr/wkRecommendYes

    Took this in Summer 2023. Workload averaged ~15 hrs/wk. Difficulty felt fair. Instructors engage in forums.