STEM / applied
Natural language processing · Graduate · CS / Programming
Topics
Applications and systems
- Machine translation pipelines
- Question answering and retrieval-augmented generation (intro)
- Sentiment analysis and text classification projects
- Efficient inference and model compression (intro)
- Multilingual and low-resource NLP challenges
Ethics and deployment
- Bias and toxicity in language models
- Privacy and memorization in LMs
- Human-in-the-loop annotation workflows
- Serving NLP models in production APIs
- Research project: replicate a baseline paper
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$1,162 · Natural language processing · 18 tutoring hrs
Study guides, worksheets, reviews, practice tests, and answer keys for 1 class. 18 tutoring hours (1 hr / week · semester). Bundle discount applied vs buying separately. Pay in full via Zelle.