AI-3019 Build AI Apps with Azure Database for PostgreSQL

Course Overview

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.

Course Outline

1 - Get started with generative AI in Azure Database for PostgreSQL

Understand generative AI language models
Describe the Azure AI extension
Explore the Azure OpenAI schema
Review the Azure Cognitive schema
Examine the Azure Machine Learning schema

2 - Enable semantic search in Azure Database for PostgreSQL

Understand semantic search
Store vectors in Azure Database for PostgreSQL
Create embeddings with the Azure AI extension
Explore semantic search use cases

3 - Summarize data with Azure AI Services and Azure database for PostgreSQL

Explain extractive summarization
Explore abstractive summarization

4 - Perform sentiment analysis and opinion mining with Azure Database for PostgreSQL

Explore sentiment analysis
Describe opinion mining

5 - Extract insights using Azure AI Language and Azure Database for PostgreSQL

Extract key phrases
Recognize entities
Recognize personally identifiable information (PII) entities

6 - Translate Text with Azure AI Translator and Azure Database for PostgreSQL

Explore the Azure AI Translator Service
Translate data in Azure Database for PostgreSQL

7 - Use Azure Machine Learning for inferencing from Azure Database for PostgreSQL

Explore Azure Machine Learning
Invoke Azure Machine Learning models

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Class Dates & Times

Class times are listed Eastern time

This is a 1-day class

Register for Class

Register	When	Time	Where	How
Register	05/08/2025	9:00AM - 5:00PM	Online	VILT

The classes listed are available to all United Training customers and does not reflect, in any way,
the availability or support of technology within the University of Maine System.