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Course

CRS-0104-02-002Methods in Natural Language Processing

introductoryactive

Covers sequence models, attention, and transformer architectures for NLP.

Methods in Natural Language Processing

introductoryactive

Also known as: NLP Methods

Course nameMethods in Natural Language Processing
Course codeCRS-0104-02-002
Canonical IDurn:taxonomy:cip-aligned:course:0104-02-002
Levelintroductory
Statusactive
SubjectNatural Language Processing (SUB-0104-02)
DisciplineArtificial Intelligence (DIS-0104)
CategoryComputing and Information Sciences (CAT-01)

Covers sequence models, attention, and transformer architectures for NLP.

Credit hours

Min3
Max3
Typesemester

Contact hours

Lecture3
Lab0
Studio0
Clinical0
Practicum0

Learning outcomes

  • Apply sequence models.
  • Implement attention mechanisms.
  • Use transformer architectures.

Topics

RNNsattentiontransformerssequence labelingmachine translationpretraining

Assessments

assignmentsexamsproject

Prerequisites

CRS-0104-02-001

Corequisites

None

Equivalent courses

None

Cross-listed courses

None

Delivery modes

in_persononlinehybrid

Languages

en
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