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Build AI Apps with Azure Database for PostgreSQL (AI-3019)

Learn to develop AI-driven applications with Azure Database for PostgreSQL. This course provides hands-on training on integrating AI functionalities, optimizing database performance, and building scalable, intelligent apps using Azure's powerful cloud platform.

course: Build AI Apps with Azure Database for PostgreSQL (AI-3019)

Duration: 1 day

Format: Virtual or Classroom

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Overview

The 'Build AI Apps with Azure Database for PostgreSQL' (AI-3019) course offers comprehensive training on creating AI-driven applications using Azure's cloud-based PostgreSQL database. Over one day, participants will learn how to integrate machine learning models, optimize database performance, and build scalable applications tailored to business needs. This hands-on course equips developers and IT professionals with the skills to harness Azure's AI capabilities, enabling them to build intelligent, data-driven solutions that drive innovation and efficiency.

This course includes
  • intructor-icon Instructor-led training
  • intructor-icon Personal Learning Path
  • intructor-icon Email, chat and phone support

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Who is this course for?

Who is the Build AI Apps with Azure Database for PostgreSQL (AI-3019) course for?

The "Build AI Apps with Azure Database for PostgreSQL" (AI-3019) course is designed for developers, data scientists, and IT professionals who want to leverage Azure's PostgreSQL database for AI-driven application development. This course is ideal for those looking to enhance their skills in integrating machine learning models, optimizing database performance, and building intelligent, scalable applications using Azure's cloud platform. It is particularly beneficial for professionals with a background in database management, AI, or cloud computing who are eager to create innovative, data-driven solutions tailored to business needs. Whether you are experienced in AI or new to integrating AI with databases, this course provides the practical skills needed to build advanced AI applications on Azure.

Curriculum

What you will learn during our Build AI Apps with Azure Database for PostgreSQL (AI-3019) course.

  • This module explores how to effectively use Azure Database for PostgreSQL Flexible Server and the Azure AI extension to develop powerful Generative AI applications.
  • 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
  • ExerciseExplore the Azure AI extension
  • Knowledge check
  • Summary
  • This module explores semantic search, embedding vectors, vector similarity, and using Azure Database for PostgreSQL Flexible Server with PostgreSQL Vector and Azure AI extensions to generate, store, and query rows with semantic search.
  • 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
  • This module will examine how Azure AI Services and the Azure AI extension for Azure Database for PostgreSQL Flexible Server enable Generative AI summarization techniques for condensing complex content into concise summaries.
  • Introduction
  • Explain extractive summarization
  • Explore abstractive summarization
  • Exercise Perform extractive and abstractive summarization
  • Knowledge check
  • Summary
  • This module will explore how Azure AI Services and the Azure AI extension for Azure Database for PostgreSQL Flexible Server enable sentiment analysis and opinion mining to extract valuable insights from textual data.
  • Introduction
  • Explore sentiment analysis
  • Describe opinion mining
  • ExerciseAnalyze sentiment
  • Knowledge check
  • Summary
  • This module covers Azure AI Language tools including key phrase extraction, entity recognition, personally identifiable information recognition and redaction, and using Azure Database for PostgreSQL Flexible Server with Azure AI to access these services.
  • Introduction
  • Extract key phrases
  • Recognize entities
  • Recognize personally identifiable information (PII) entities
  • ExerciseExtract insights using the Azure AI Language service
  • Knowledge check
  • Summary
  • This module guides you through translating textual data in Azure Database for PostgreSQL Flexible Server using the Azure AI Translator service. You'll load data into PostgreSQL and translate it into multiple languages.
  • Introduction
  • Explore the Azure AI Translator Service
  • Translate data in Azure Database for PostgreSQL
  • ExerciseTranslate text
  • Knowledge check
  • Summary
  • This module guides you through training and deploying an Azure Machine Learning model using automated machine learning. Then, you'll call the model directly from Azure Database for PostgreSQL Flexible Server.
  • Introduction
  • Explore Azure Machine Learning
  • Invoke Azure Machine Learning models
  • ExercisePerform inference using Azure Machine Learning
  • Knowledge check
  • Summary

Preparation

How to best be prepared for our Build AI Apps with Azure Database for PostgreSQL (AI-3019) course.

  • Orange-check Basic understanding of PostgreSQL and database management.
  • Orange-check Familiarity with AI and machine learning concepts.
  • Orange-check Experience with Azure cloud services is beneficial but not mandatory.
  • Orange-check Basic programming skills, especially in languages like Python or SQL, are recommended.
  • Orange-check No formal technical background is necessary, making the course accessible to a broad range of participants.

Meet our instructors

Meet some of the Readynez Instructors you can meet on your course. They are experts, passionate about what they do, and dedicated to give back to their industry, their field, and those who want to learn, explore, and advance in their careers.

Michel Aguilera

Michel excels with a vast expertise in the fields of consulting, training and project management.

Michel excels with a vast expertise in the fields of consulting, training and project management. During his 20 year IT career he has acquired a wide range of skills, both technical and management wise.  He is a keen lover of challenges and keeps up to date with market expectations. Having a multi-cultural approach, he can even train in 5 different languages ​​with ease.

In addition to this, he is very experienced as a hands-on consultant and has worked with various integrations and migrations including Windows migrations, Datacenter consolidations, multiple solution integrations, ITSM implementations. He is also an expert on Cloud environments and in virtualization techniques as well (Operating systems and applications).

 

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Julian Sharp

Julian Sharp delivers high-quality, LIVE instructor-led training in Microsoft Dynamics 365 and Power Platform for professionals seeking real-world skills and certification readiness. With decades of industry experience and deep technical expertise, he helps learners master complex solutions efficiently.

Meet the Instructor: Julian Sharp
MCT | MVP | Solution Architect | Dynamics 365 & Power Platform Expert

With 20+ years of experience and over 16 years specializing in Dynamics CRM/365 and Power Platform, Julian has trained thousands of professionals and helped organizations solve real business challenges using Microsoft technologies.

A Microsoft Certified Trainer since 2007 and a Microsoft MVP, Julian brings a rare combination of deep technical knowledge and a practical, business-first mindset.

He’s not just an instructor - he’s a community leader, consultant, and solution architect trusted by enterprises across the globe.

  • Microsoft MVP – Business Applications

  • Specialist in Dynamics 365, Power Platform & Azure

  • Developer of Microsoft courseware
  • Speaker & mentor at Microsoft community events

Ready to build solutions with one of the best in the field?

Explore upcoming courses with Julian Sharp to get started.

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FAQ

FAQs for the Build AI Apps with Azure Database for PostgreSQL (AI-3019) course.

The "Build AI Apps with Azure Database for PostgreSQL" course is designed to teach participants how to develop AI-driven applications using Azure's powerful PostgreSQL database. This course focuses on leveraging Azure's cloud capabilities to optimize database performance, integrate AI functionalities, and build scalable, intelligent applications.

To prepare for the AI-3019 course, it's beneficial to have a basic understanding of databases, especially PostgreSQL, and some experience with AI or machine learning concepts. Familiarity with Azure services and cloud computing fundamentals will also help you maximize the learning experience.

There are no strict prerequisites, but a foundational knowledge of PostgreSQL, database management, and AI concepts will be helpful. Experience with Azure cloud services and basic programming skills in languages like Python or SQL will enable participants to engage fully with the course material.

The AI-3019 course costs €705. This fee includes access to all training materials and interactive sessions. While the course does not offer formal certification, it provides hands-on skills in developing AI-driven applications using Azure Database for PostgreSQL, making it a valuable investment for tech professionals.

The AI-3019 course covers key topics such as setting up Azure Database for PostgreSQL, integrating AI and machine learning functionalities, optimizing database performance, and building scalable AI applications. Participants will learn how to use Azure tools to create intelligent solutions that meet specific business needs.

Yes, completing this course can significantly enhance your career, especially if you work in AI development, database management, or cloud computing. The skills gained in integrating AI with Azure Database for PostgreSQL can make you a valuable asset in roles that require advanced application development.

This course does not provide a formal certification but equips participants with practical skills in building AI-driven applications using Azure Database for PostgreSQL. These skills are valuable for demonstrating your expertise in cloud-based AI application development.

Yes, the AI-3019 course is available online, offering the flexibility to participate from anywhere. The course includes live sessions, practical demonstrations, and interactive exercises that provide a comprehensive understanding of how to build AI apps with Azure Database for PostgreSQL.

The AI-3019 course is designed to be accessible for participants with a basic understanding of databases and AI concepts. The course provides clear, practical guidance on integrating AI functionalities, making it manageable for professionals with varying levels of experience in database management and cloud computing.

While the course does not directly impact salary, the skills acquired can enhance your job prospects in roles such as AI developer, database manager, or cloud architect. Expertise in building AI apps with Azure can position you for higher-paying positions that require advanced technical skills.

Reviews

Feedback from our delegates.

Johan Andersson

Johan Andersson

Easy to attend over Teams and an excellent instructor gave me great value for the time I invested.

Stephen Ridgway

Readynez is the best training provider I've used for many years. Their customer service is first class, prices are very competitive and instruction excellent.

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