Course description. AI-3019: Build AI Apps with Azure Database for PostgreSQL

This course explores how 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 applications.

Intermediate - Developer - Azure Database for PostgreSQL - Azure AI Services

Training Route

• Introduction to Generative AI in Azure Database for PostgreSQL: This module explores how to effectively use Azure Database for PostgreSQL - Flexible Server and the Azure AI extension to develop powerful generative AI applications.
• Enabling Semantic Search in Azure Database for PostgreSQL: This module explores semantic search, insertion vectors, vector similarity, and using Azure Database for PostgreSQL Ser with PostgreSQL Vector extensions and Azure AI to generate, store, and query rows with semantic search.
• Data Summarization with Azure AI Services and Azure Database for PostgreSQL: This module examines how Azure AI Services and the Azure AI extension for Azure Database Server for PostgreSQL enable generative AI summarization techniques to condense complex content into concise summaries.
• Performing sentiment analysis and sentiment mining with 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 sentiment mining to extract valuable insights from textual data.
• Extracting information using Azure AI Language and Azure Database for PostgreSQL: This module covers Azure AI Language tools such as key phrase extraction, entity recognition, personally identifiable information recognition and redaction, and how to use Azure Database for PostgreSQL Flexible Server with Azure AI to access these services.
• Text translation with Azure AI Translator and Azure Database for PostgreSQL: This module guides you through translating textual data in Azure Database for PostgreSQL - Flexible Server using the Azure AI Translator service. You will load data into PostgreSQL and translate it into multiple languages.
• Using Azure Machine Learning for inference from Azure Database for PostgreSQL: This module walks you through training and deploying an Azure Machine Learning model using automated machine learning. You will then call the model directly from Azure Database for PostgreSQL Flexible Server.

Prerequisites

Experience working with PostgreSQL databases, writing SQL queries, and a general understanding of artificial intelligence and machine learning concepts is recommended.

Language

• Course: English / Spanish
  

Microsoft Applied Skills

This course is part of the Microsoft Applied Skills Credentials.

Earn this Microsoft Applied Skills credential. In this course you will learn how to Build AI applications with Azure Database for PostgreSQL

Applied Skills: Explore all credentials in one guide