We provide virtual course about Build AI Apps with Azure Database for PostgreSQL (AI-3019). You learn about 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 content:
Module 1 - Get started with 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.
Module 2 - Enable semantic search in Azure Database for PostgreSQL:
• This module explores semantic search, embedding vectors, vector similarity, and using Azure Database for PostgreSQL - Flexible Server with PostgreSQL Vector and Azure AI extensions to generate, store, and query rows with semantic search.
Module 3 - Summarize data with Azure AI Services and Azure database for PostgreSQL:
• This module will examine how Azure AI Services and the Azure AI extension for Azure Database for PostgreSQL - Flexible Server enable Generative AI summarization techniques for condensing complex content into concise summaries.
Module 4 - Perform sentiment analysis and opinion 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 opinion mining to extract valuable insights from textual data.
Module 5 - Extract insights using Azure AI Language and Azure Database for PostgreSQL:
• 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.
Module 6 - Translate Text 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'll load data into PostgreSQL and translate it into multiple languages.
Module 7 - Use Azure Machine Learning for inferencing from Azure Database for PostgreSQL:
• This module guides you through training and deploying an Azure Machine Learning model using automated machine learning. Then, you'll call the model directly from Azure Database for PostgreSQL - Flexible Server.
Target audience:
Anyone who want virtual course about Build AI Apps with Azure Database for PostgreSQL (AI-3019)
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.