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AI-3019: Build AI Apps with Azure Database for PostgreSQL

Learn new skills and discover the power of Microsoft Azure with step-by-step guidance.

AI-Powered Data Insights

Hands-On Learning

Modern App Development

  • Instructor-led

  • Official Courseware

  • Flexible Schedule

  • Guaranteed To Run

Learn how to build AI-powered applications using Azure Database for PostgreSQL. This course teaches developers and data professionals to integrate AI and machine learning into PostgreSQL applications using Azure AI services. You’ll learn generative AI, semantic search, sentiment analysis, and text summarization, along with Azure Machine Learning integration. Through hands-on labs, you can create intelligent, scalable, and data-driven applications that leverage the cloud. By the end, you’ll be able to enhance applications with AI capabilities, improve workflow automation, and provide actionable insights using Azure Database for PostgreSQL.

Course Overview

  • Course : AI-3019: Build AI Apps with Azure Database for PostgreSQL

  • Level : Intermediate

  • Type : Instructor led Live online or Classroom

  • Length : 1 day

  • Labs : Included

  • Practice Test : Included

Who should take this course

  • Developers building AI-enabled applications with databases.

  • Data scientists wanting AI insights from PostgreSQL.

  • Cloud developers exploring Azure AI and PostgreSQL integration.

  • Database professionals enhancing apps with intelligent workflows.

  • AI engineers implementing ML models in databases.

  • PostgreSQL developers adopting AI and generative AI features.

  • Software engineers seeking cloud AI skills.

  • Technical professionals building data-driven applications.

Prerequisites

  • Familiarity with Azure basics beneficial.

What you'll learn

  • Integrate generative AI into PostgreSQL applications.

  • Enable semantic search and embeddings for data retrieval.

  • Summarize and analyze data using Azure AI services.

  • Perform sentiment analysis and opinion mining.

  • Extract insights with language understanding and NLP.

  • Translate and process text using Azure AI Translator.

  • Run Azure ML models directly from PostgreSQL.

  • Build intelligent workflows and data-driven applications.

Certificate

  • Not applicable

Training Mode

Instructor-led Virtual online live Training.

  • Weekend Classes

  • Evening Classes

  • Weekdays Classes

Course Outline

Module 1: 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

Module 2: 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

Module 3: Summarize data with Azure AI Services and Azure database for PostgreSQL

  • Explain extractive summarization

  • Explore abstractive summarization

Module 4: Perform sentiment analysis and opinion mining with Azure Database for PostgreSQL

  • Explore sentiment analysis

  • Describe opinion mining

Module 5: Extract insights using Azure AI Language and Azure Database for PostgreSQL

  • Extract key phrases

  • Recognize entities

  • Recognize personally identifiable information (PII) entities

Module 6: Translate Text with Azure AI Translator and Azure Database for PostgreSQL

  • Explore the Azure AI Translator Service

  • Translate data in Azure Database for PostgreSQL

Module 7: Use Azure Machine Learning for inferencing from Azure Database for PostgreSQL

  • Explore Azure Machine Learning

  • Invoke Azure Machine Learning models

Best Value offer

  • Official Courseware

  • Instructor-led live online / Classroom

  • Flexible Schedule

  • Course Completion Certification

US$ 750

Buy now, pay later with PayPal

Our upcoming class schedule is currently being finalized.

Let us know your preferred start date, and we'll update you.

We’re Here to Assist You

4 days

Advanced

5 days

Intermediate

4 days

Advanced

What are the prerequisites for the training?

Some courses may require basic knowledge of IT infrastructure. Check the specific course details for prerequisites.

Can I start even if I am new to Cloud computing?

Yes, our expert instructor will help you from scratch, the course is designed in a way that you will get understanding of Cloud.

Can I get support after course?

Sure, we would happy to assist you. Please direct your queries to info@infoventure.com

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Quick links

Info@infoventure.com

+1 905 625 2727

www.infoventure.com

Mississauga, CANADA

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