AI-3019 Build AI Apps with Azure Database for PostgreSQL

Skip to Scheduled Dates

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

< Back to Course Search

Class Dates & Times

Class times are listed Mountain time

This is a 1-day class

Price: $695.00

Class dates not listed.
Please contact us for available dates and times.