Perform sentiment analysis and opinion mining with Azure Database for PostgreSQL

Intermediate
Developer
Azure Database for PostgreSQL

This module will explore how Azure AI Services and the Azure AI extension for Azure Database for PostgreSQL - Flexible Server enable sentiment analysis and opinion mining to extract valuable insights from textual data.

Learning objectives

  • Explore the fundamentals of sentiment analysis and how it can be leveraged to gain insights into user sentiments and emotions.

  • Describe opinion mining techniques to identify sentiments related to specific attributes.

  • Apply sentiment analysis to user reviews in a PostgreSQL database using the azure_ai extension.

Prerequisites

Before starting this module, you should have experience working with PostgreSQL databases, writing SQL queries, and a general understanding of Generative AI concepts.