Advanced Sentiment Analysis with NLP Transformers and Vector Search

Advanced Sentiment Analysis with NLP Transformers and Vector Search

James Briggs via YouTube Direct link

Intro

1 of 12

1 of 12

Intro

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Advanced Sentiment Analysis with NLP Transformers and Vector Search

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  1. 1 Intro
  2. 2 What we will build
  3. 3 Code links and prerequisites
  4. 4 Dataset download and preprocessing
  5. 5 Using RoBERTa sentiment analysis model
  6. 6 Retriever model for building dense vectors
  7. 7 Create Pinecone vector index
  8. 8 Sentiment scores, vectors, and indexing
  9. 9 Sentiment analysis / opinion mining
  10. 10 Sentiment analysis with specific date range
  11. 11 Sentiment analysis on specific info
  12. 12 Final notes

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