Analyze Customer Reviews with Gemini Using Python Notebooks
Completed by Duc Hoang Viet NGUYEN
September 22, 2024
1 hours (approximately)
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What you will learn
Create a Python notebook in BigQuery using Colab Enterprise. Create a Cloud Resource connection in BigQuery. Create dataset and tables in BigQuery.
Create the Gemini remote models in BigQuery. Prompt Gemini to analyze keywords and setiment (positive, or negative) for text based customer reviews
Generate a report with a count of positive, and negative reviews. Respond to customer reviews at scale
Create an application for customer service representatives to respond to audio based customer reviews.
Skills you will gain
- Category: Machine Learning
- Category: Applied Machine Learning
- Category: Cloud Management
- Category: Gemini
- Category: SQL
- Category: Google Gemini
- Category: Application Development
- Category: Google Cloud Platform
- Category: Text Mining
