Azure PostgreSQL Training Overview
This official Microsoft course, Build AI Apps with Azure Database for PostgreSQL (AI-3019), teaches learners 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 them to build AI-powered apps.
Location and Pricing
This course is taught as a private, live online class for teams of 3 or more. All our courses are hands-on, instructor-led, and tailored to fit your group’s goals and needs. Most Accelebrate classes can be flexibly scheduled for your group, including delivery in half-day segments across a week or set of weeks. To receive a customized proposal and price quote for online corporate training, please contact us.
In addition, some courses are available as live, instructor-led training from one of our partners.
Objectives
- Understand generative AI language models and the Azure AI extension
- Implement semantic search in Azure Database for PostgreSQL
- Utilize Azure AI services for data summarization, sentiment analysis, and opinion mining
- Extract key phrases, entities, and PII from text using Azure AI Language
- Translate text using Azure AI Translator within Azure Database for PostgreSQL
- Leverage Azure Machine Learning for model inferencing within Azure Database for PostgreSQL
Prerequisites
All learners must have experience working with PostgreSQL databases, writing SQL queries, and a general understanding of AI and ML concepts.
Outline
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Get started with generative AI in Azure Database for PostgreSQL
- 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
Enable semantic search in Azure Database for PostgreSQL
- Understand semantic search
- Store vectors in Azure Database for PostgreSQL
- Create embeddings with the Azure AI extension
- Explore semantic search use cases
Summarize data with Azure AI Services and Azure database for PostgreSQL
- Explain extractive summarization
- Explore abstractive summarization
Perform sentiment analysis and opinion mining with Azure Database for PostgreSQL
- Explore sentiment analysis
- Describe opinion mining
Extract insights using Azure AI Language and Azure Database for PostgreSQL
- Extract key phrases
- Recognize entities
- Recognize personally identifiable information (PII) entities
Translate Text with Azure AI Translator and Azure Database for PostgreSQL
- Explore the Azure AI Translator Service
- Translate data in Azure Database for PostgreSQL
Use Azure Machine Learning for inferencing from Azure Database for PostgreSQL
- Explore Azure Machine Learning
- Invoke Azure Machine Learning models
Training Materials
All Microsoft Azure AI training students receive Microsoft official courseware.
For all Microsoft Official Courses taught in their entirety that have a corresponding certification exam, an exam voucher is included for each participant.
Software Requirements
Attendees will not need to install any software on their computers for this class. The class will be conducted in a remote environment that Accelebrate will provide; students will only need a local computer with a web browser and a stable Internet connection. Any recent version of Microsoft Edge, Mozilla Firefox, or Google Chrome will work well.
