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YouTube

Sentiment Analysis with BERT Neural Network and Python

Nicholas Renotte via YouTube

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Overview

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This tutorial shows how to use Hugging Face Transformers and a pre-trained BERT model for sentiment analysis with Python. It covers scoring individual sentences and scraped Yelp reviews using BeautifulSoup and pandas.

Syllabus

- Start
- How it Works
- Tutorial Start
- Install and Import Dependencies
- Setup BERT and Transformers Neural Network
- Encode Sentences for Modelling and Calculate Sentiment
- Scrape Reviews from Yelp using BeautifulSoup
- Load Reviews into Pandas and Calculate Sentiment
- Run the Sentiment Pipeline for Multiple Reviews
- Wrap Up

Taught by

Nicholas Renotte

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