NLP-01 · Advanced
Natural language processing
Working with text: cleaning, embeddings, transformers with Hugging Face, classification, entities, summaries, sentiment and topics, including Indian languages.
- Self-study hours
- 37
- Class hours
- 24 (10 at beginner depth)
- Lessons
- 10
- Free certifications
- 0
- Library resources
- 8
✓ All 10 lessons expert reviewed
What you will be able to do
- Prepare text and represent it with word and sentence embeddings
- Fine-tune a transformer for classification and entity extraction
- Choose between classic NLP and an LLM by accuracy, cost and privacy
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