© AFI Expertise inc. |
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. |
Audience | - Artificial Intelligence Engineers
- Software Developers
- Data Analysts
- Technology Project Managers
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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. |
Objectives | - Understand generative AI language models
- Enable semantic search
- Summarize data
- Perform sentiment analysis
- Use Azure Machine Learning
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Teaching method | With an instructor |
Contents | - Get started with generative AI in Azure Database for PostgreSQL
- Enable semantic search in Azure Database for PostgreSQL
- Summarize data with Azure AI Services and Azure database for PostgreSQL
- Perform sentiment analysis and opinion mining with Azure Database for PostgreSQL
- Extract insights using Azure AI Language and Azure Database for PostgreSQL
- Translate Text with Azure AI Translator and Azure Database for PostgreSQL
- Use Azure Machine Learning for inferencing from Azure Database for PostgreSQL
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