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AI-3019: Build AI Apps with Azure Database for PostgreSQL
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Introduction
Audio Book AI-3019
Lesson 1 AI-3019: Build AI Apps with Azure Database for PostgreSQL
Lesson 1 AI-3019: Build AI Apps with Azure Database for PostgreSQL
Audio Lesson 1 AI-3019: Build AI Apps with Azure Database for PostgreSQL
Podcast Lesson 1 AI-3019: Build AI Apps with Azure Database for PostgreSQL
1.1.1 Introduction
1.1.2 Understand generative AI language models
1.1.3 Describe the Azure AI extension
1.1.4 Explore the Azure OpenAI schema
1.1.5 Review the Azure Cognitive schema
1.1.6 Examine the Azure Machine Learning schema
1.1.7 Summary
Activity: Pop Up
Activity: Knowledge Check
1.2.1 Introduction
1.2.2 Understand semantic search
2.3 Store vectors in Azure Database for PostgreSQL
1.2.4 Create embeddings with the Azure AI extension
1.2.5 Explore semantic search use cases
1.2.6 Summary
Activity:Carousel/Slideshow
Activity: Knowledge Check
1.3.1 Introduction
1.3.2 Explain extractive summarization
1.3.3 Explore abstractive summarization
1.3.4 Summary
Activity:True/False
Activity: Knowledge Check
1.4.1 Introduction
1.4.2 Explore sentiment analysis
1.4.3 Describe opinion mining
1.4.4 Summary
Activity:Accordion
Activity: Knowledge Check
1.5.1 Introduction
1.5.2 Extract key phrases
1.5.3 Recognize entities
1.5.4 Recognize personally identifiable information (PII) entities
1.5.5 Summary
Activity:True/False
Activity: Knowledge Check
1.6.1 Introduction
1.6.2 Explore the Azure AI Translator Service
1.6.3 Translate data in Azure Database for PostgreSQL
1.6.4 Summary
Activity:Sequence
Activity: Knowledge Check
1.7.1 Introduction
1.7.2 Explore Azure Machine Learning
1.7.3 Invoke Azure Machine Learning models
1.7.4 Summary
Activity:Short Answer
Activity: Knowledge Check
Resources
AI-3019 Blueprint
AI-3019 Detailed Curriculum
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AI-3019: Build AI Apps with Azure Database for PostgreSQL
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Certificate
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