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6. Latent Semantic Analysis
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The Carpentries Workshops
The Carpentries community teaches foundational coding and data science skills to researchers worldwide.
Home: The Carpentries
Text Analysis in Python
Setup Instructions
1. Introduction to Natural Language Processing
2. Corpus Development- Text Data Collection
3. Preparing and Preprocessing Your Data
4. Vector Space & Distance
5. Document Emeddings & TD-IDF
6. Latent Semantic Analysis
7. Intro to Word Embeddings
8. Word2Vec Algorithm
10. Finetuning LLMs
11. Ethics & Text Analysis
6. Latent Semantic Analysis
Link to full text of lesson 6
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