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