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

Class Central Classrooms beta

YouTube playlists curated by Class Central.

Classroom Contents

Advanced Sentiment Analysis with NLP Transformers and Vector Search

Automatically move to the next video in the Classroom when playback concludes

  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

Never Stop Learning.

Get personalized course recommendations, track subjects and courses with reminders, and more.

Someone learning on their laptop while sitting on the floor.