Get started with generative AI in Azure Database for PostgreSQL

• Introduction
• 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
• Exercise-Explore the Azure AI Extension
• Knowledge Check
• Summary

Enable semantic search in Azure Database for PostgreSQL

• Introduction
• Understand Semantic Search
• Store Vectors in Azure Database for PostgreSQL
• Create Embeddings with the Azure AI Extension
• Exercise – Generate Vector Embeddings with Azure OpenAI
• Explore Semantic Search use Cases
• Exercise – Create a Search Function for a Recommendation System
• Knowledge Check
• Summary

Summarize data with Azure AI Services and Azure database for PostgreSQL

• Introduction
• Explain Extractive Summarization
• Exercise – Perform Extractive and Abstractive Summarization
• Knowledge Check
• Summary

Perform sentiment analysis and opinion mining with Azure Database for PostgreSQL

• Introduction
• Explore Sentiment Analysis
• Describe Opinion Mining
• Exervise – Analyze Sentiment
• Knowledge Check
• Summary

Extract insights using Azure AI Language and Azure Database for PostgreSQL

• Introduction
• Extract Key Phases
• Recognize Entities
• Recognize Personally Identifiable Information (PII) Entities
• Exercise – Extract Insights Using the Azure AI Language Service
• Knowledge Check
• Summary

Translate Text with Azure AI Translator and Azure Database for PostgreSQL

• Introduction
• Explore the Azure AI Translator Service
• Translate Date in Azure Database for PostgreSQL
• Exercise – Translate Text
• Knowledge Check
• Summary

Use Azure Machine Learning for inferencing from Azure Database for PostgreSQL

• Introduction
• Explore Azure Machine Learning
• Invoke Azure Machine Learning Models
• Exercise – Perform Inferenace Using Azure Machine Learning
• Knowledge Check
• Summary