COS30081 · Swinburne University of Technology
Natural Language Processing and GenAI
- Credit points
- 12.5
- Level
- 3
- Workload
- ≈ 13 h / week
- Faculty
- Information Technology
What it covers
This unit introduces students to core Natural Language Processing (NLP) concepts and techniques with a strong emphasis on generative AI. It equips students with practical skills in text data preprocessing, feature extraction, and the design, training, and evaluation of text classifiers. The unit also covers methods for visualising and interpreting NLP outputs, and exposes students to an advanced NLP technique commonly used in contemporary generative AI systems.
Assessment
| Task | Type | Weight |
|---|---|---|
| Assignment | Individual | 40% |
| Project | Individual/Group | 60% |
| Quizzes | Individual | 30% |
When and where
Not offered in 2027, or offerings not published yet.