Analyze Customer Reviews with Gemini Using Python Notebooks

About this course

This is a self-paced lab that takes place in the Google Cloud console. Learn how to use BigQuery Machine Learning with remote models (Gemini AI) to analyze customer reviews using Python Notebooks.

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.