Extract insights using Azure AI Language and Azure Database for PostgreSQL

Intermediate
Developer
Azure Database for PostgreSQL
Azure AI services

This module covers Azure AI Language tools including key phrase extraction, entity recognition, personally identifiable information recognition and redaction, and using Azure Database for PostgreSQL - Flexible Server with Azure AI to access these services.

Learning objectives

  • Examine the concepts of key phrase extraction, entity recognition, and PII (personally identifiable information recognition) recognition.

  • Understand the capabilities provided by the azure_ai extension for PostgreSQL to access Azure AI Language.

  • Install the azure_ai extension in an Azure Database for PostgreSQL - Flexible Server database, and use it to extract key phrases, recognize entities in text, and redact PII.

Prerequisites

Before starting this module, you should have experience working with PostgreSQL databases and writing SQL queries.