Build AI Apps with Azure Database for PostgreSQL (AI-3019)

Duration : 1 Day

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This learning path explores how the Azure AI and Azure Machine Learning Services integrations provided by the Azure AI extension for Azure Database for PostgreSQL - Flexible Server can enable you to build AI-powered apps.

Audience

• Artificial Intelligence Engineers
• Software Developers
• Data Analysts
• Technology Project Managers

Prerequisites

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

Objectives

• Understand generative AI language models
• Enable semantic search
• Summarize data
• Perform sentiment analysis
• Use Azure Machine Learning

Teaching method

With an instructor

Contents

• Get started with generative AI in Azure Database for PostgreSQL
• Enable semantic search in Azure Database for PostgreSQL
• Summarize data with Azure AI Services and Azure database for PostgreSQL
• Perform sentiment analysis and opinion mining with Azure Database for PostgreSQL
• Extract insights using Azure AI Language and Azure Database for PostgreSQL
• Translate Text with Azure AI Translator and Azure Database for PostgreSQL
• Use Azure Machine Learning for inferencing from Azure Database for PostgreSQL