Microsoft Guaranteed-to-Run

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

The AI-3019: Build AI Apps with Azure Database for PostgreSQL course enables data engineers, developers, and solution architects to integrate AI capabilities like semantic search, text summarization, sentiment analysis, and Retrieval Augmented Generation (RAG) directly within PostgreSQL databases. It solves the growing need for real-time AI-driven insights, addressing demand as 75% of organizations now prioritize AI-infused data solutions according to Microsoft’s 2024 cloud adoption report.

This course prepares learners for the Microsoft Applied Skills credential in *Build AI-powered solutions by using Microsoft Azure Database for PostgreSQL*. Koenig Solutions delivers this training with official vendor-authorized courseware and 30-day lab access, empowering professionals to design intelligent, scalable applications that drive data innovation in modern cloud environments.

8 Hours (1 Days)
Live Online / Classroom
58+ professionals trained

Training Formats & Pricing

1-on-1 USD 850
Dedicated instructor, your schedule Fastest
Public Batch USD 650
Group class, fixed schedule Most Popular
Self-Paced USD 199
Recorded sessions, learn anytime Best Value

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Course Overview

The Microsoft course AI-3019: Build AI Apps with Azure Database for PostgreSQL is designed for developers, data engineers, and AI solution architects seeking to integrate artificial intelligence directly within their PostgreSQL databases on Azure. While no certification exam is currently tied to this course, it aligns with Microsoft’s Applied Skills initiative for building AI-powered database solutions. Target roles include cloud developers, database professionals, and AI application builders who need to implement intelligent features like semantic search and natural language processing. With over 70% of Fortune 500 companies adopting Azure for cloud workloads, mastering AI-integrated database services like Azure Database for PostgreSQL - Flexible Server provides a strategic advantage in modern application development.

This course covers key Microsoft technologies including Azure Database for PostgreSQL - Flexible Server, Azure AI Services, Azure OpenAI, Azure Machine Learning, Azure Translator, and the Model Context Protocol (MCP). Students engage in hands-on labs within the Azure Portal and Visual Studio Code, using the PostgreSQL extension and GitHub Copilot to build real-world AI applications. A core lab component involves implementing Retrieval Augmented Generation (RAG) patterns by generating vector embeddings with the azure_ai extension, creating semantic search functions, and building a recommendation system using pgvector and cosine similarity. Learners also construct generative AI agents integrated with Azure AI Foundry Agent Service, gaining practical experience in deploying scalable, AI-enhanced database solutions that process sentiment analysis, perform text summarization, and enable multilingual data translation directly from SQL.

By completing AI-3019: Build AI Apps with Azure Database for PostgreSQL, professionals prepare for Microsoft Applied Skills credentials that validate expertise in AI-augmented database development. These credentials are recognized by leading cloud employers, with AI-integrated database skills commanding average salaries of $135,000 annually in North America. Koenig Solutions enhances this learning with Guaranteed-to-Run batches and official Microsoft courseware, ensuring consistent access to up-to-date, vendor-authorized content. Graduates gain the ability to design intelligent data architectures that power next-generation applications, positioning them for advancement into senior AI engineering or cloud database specialization roles in the rapidly evolving AI landscape.

What You'll Learn

Configure the Azure AI extension for PostgreSQL on Azure to enhance your AI app development with Microsoft Azure Database for PostgreSQL, a leading cloud database service. This setup enables seamless integration of AI capabilities into your PostgreSQL environment, accelerating your AI projects.
Enable semantic search with vector embeddings in Azure Database for PostgreSQL to improve data retrieval accuracy. This feature leverages Microsoft’s AI technology to analyze and understand complex data, making your AI applications more intelligent and responsive.
Integrate Azure AI Language services into PostgreSQL to extract valuable insights from your data. Microsoft’s AI language tools help you build smarter AI apps that understand natural language, boosting your data analysis efficiency.
Implement Retrieval-Augmented Generation (RAG) applications using Azure Database for PostgreSQL. This approach combines AI and database technology to deliver more accurate and context-aware responses, transforming your AI solutions.
Deploy generative AI agents with Azure Foundry Agent Service to automate complex tasks. Microsoft’s Azure Foundry helps you create intelligent agents that enhance productivity and decision-making in your AI applications.
Optimize PostgreSQL AI solutions using Visual Studio Code and GitHub Copilot to streamline development. Microsoft’s tools enable faster coding, debugging, and deployment of AI-powered applications, saving you time and effort.

Skills You'll Gain

PostgreSQL Databases SQL Queries Semantic Search Vector Embeddings Azure AI Language Azure AI Translator Azure Machine Learning RAG Implementation Generative AI Azure AI Extension Azure Database for PostgreSQL Azure AI Services Integration Sentiment Analysis Named Entity Recognition Text Summarization Key Phrase Extraction PII Detection

Prerequisites

Recommended knowledge before taking this course
  • Proficiency in Python 3.8 or higher is essential for developing intelligent applications efficiently.
  • Experience working with PostgreSQL databases helps you leverage Azure managed database services effectively.
  • Ability to write and optimize SQL queries is crucial for building scalable AI solutions with Azure Database for PostgreSQL.
  • Understanding of machine learning concepts, including embeddings and similarity search, is vital for creating advanced AI applications.
  • Familiarity with vector search and the pgvector extension enhances your skills in building AI-powered search functionalities within Azure Database for PostgreSQL.
  • Basic understanding of Azure services, cloud computing concepts, and familiarity with Azure CLI or SDKs is necessary to deploy and manage AI applications effectively.
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Certification Exam

Everything you need to know about the AI-3019 certification exam

Exam Details
Exam Name
AI-3019
Exam Cost
$0
Format
Multiple choice, labs & case studies
Questions
Duration
Passing Score
Validity
Retake Policy
Mandatory 72-hour waiting period after each lab attempt
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AI-3019: Build AI Apps with Azure Database for PostgreSQL

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Course Curriculum

Structured learning with hands-on labs and real-world scenarios

1
Day 1– Master Generative AI with AI-3019: Build AI Apps with Azure Database for PostgreSQL
Master generative AI language model fundamentals Configure the essential Azure AI extension Navigate the robust Azure OpenAI schema Utilize the comprehensive Azure Cognitive schema Analyze the Azure Machine Learning schema Implement advanced semantic search operators Deploy the azure_ai extension effectively Evaluate generative AI application capabilities
2
Day 2– Enable High-Performance Semantic Search via AI-3019 Microsoft Training
Define core semantic search architecture principles Compare lexical versus modern semantic search Generate vector embeddings using Azure AI Store high-dimensional vectors in PostgreSQL Optimize performance with vector indexes Execute precise vector similarity database queries Architect scalable semantic search workflows Assess real-world semantic search use cases
3
Day 3– Integrate Intelligent AI Services using AI-3019 Microsoft Certification Skills
Automate text summarization with Azure AI Execute sentiment analysis and opinion mining Extract entities and key phrases efficiently Identify and redact sensitive PII data Enable global translation with Azure Translator Call Azure Translator from PostgreSQL environments Invoke secure Azure Machine Learning endpoints Perform real-time inference from database queries
4
Day 4– Develop Advanced RAG Applications with AI-3019 PostgreSQL Solutions
Architect scalable RAG pattern frameworks Retrieve enterprise data via semantic search Boost retrieval speed with vector indexing Generate intelligent responses with Azure OpenAI Build production-ready RAG apps using Python Refine accuracy using advanced RAG techniques Implement GraphRAG patterns with PostgreSQL Measure RAG application performance metrics
5
Day 5– Deploy Generative AI Agents with AI-3019 Koenig Solutions Expertise
Design resilient AI agent system architectures Apply optimized information retrieval for agents Integrate intelligent agents with Azure AI Foundry Utilize the Model Context Protocol (MCP) Develop agents with robust PostgreSQL backends Master the VS Code PostgreSQL extension Accelerate SQL generation with GitHub Copilot Troubleshoot and refine queries using Copilot

What's Included in Your Training

Every enrollment comes packed with resources to maximise your learning and exam success

Hands-On Lab

Live Lab Sandbox

Real Environment

Practice in a real lab environment with full access to the tools and services covered in the course.

30+ Guided Labs

30+

Step-by-step lab exercises designed to reinforce each module with practical, hands-on tasks.

Lab Manual Included

Full Guide

Comprehensive lab guide with detailed instructions, screenshots, and troubleshooting tips.

Post-Training Access

30 Days

30 days of extended lab access after your training ends so you can continue practicing.

Career Outcomes

78%

of AI-3019 certified professionals report career advancement within 6 months

Salary Impact

+23%

Average salary increase reported after obtaining the AI-3019 certification

Typical Salary Range (Global)
Entry$90,000–$115,000
Mid$115,000–$145,000
Senior$145,000–$180,000

*Source: Glassdoor / LinkedIn 2025

Job Roles

6
  • Azure AI Developer
  • PostgreSQL Database Engineer
  • Generative AI Application Developer
  • Azure Database Specialist
  • Cloud AI Solutions Developer
  • Azure Data Engineer

Companies Hiring

5,000+
Microsoft Accenture Deloitte Capgemini Infosys TCS JPMorgan Chase Goldman Sachs IBM

and 5,000+ organizations worldwide seeking AI-3019 certified professionals

Real Transformations

Course Student Reviews

Real results from IT professionals who trained with Koenig — rated 4.9/5 from 18,400+ verified reviews.

18,400+
Verified Reviews
4.9 / 5
Average Rating
95%
Would Recommend
1M+
Professionals Trained
  • ★★★★★

    “Passed AZ-104 on first attempt. The MCT knew the exact exam patterns and the labs were exactly what Microsoft tests. Worth every penny.”

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    Azure Administrator

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    “I trained 15 of my team members for SC-200. Koenig's on-site delivery was seamless and all 15 passed within 3 months.”

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    CISO, Financial Services

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    “The 1-on-1 format was a game changer. My trainer adjusted the pace to my schedule and I cleared PL-300 while working full-time.”

    Ahmed R.

    Ahmed R.

    Business Intelligence Lead

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  • ★★★★★

    “From AZ-900 to AZ-305 in 6 months. Koenig's structured roadmap and MCT mentoring made the expert level achievable.”

    Priya S.

    Priya S.

    Cloud Solutions Architect

    AZ-305 Expert ✓ Verified
  • ★★★★★

    “As an L&D head I've used 5 training vendors. Koenig's MCT quality, MOC materials, and ESI compliance is in a different league.”

    James T.

    James T.

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  • ★★★★★

    “SC-900 and SC-300 back to back — both cleared first try. The security curriculum at Koenig is incredibly thorough and up to date.”

    Aisha N.

    Aisha N.

    Security Analyst

    SC-300 Certified ✓ Verified
  • ★★★★★

    “AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”

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    AI Engineer

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    “DP-600 Fabric certification done in 3 weeks of part-time study. The customised schedule around my timezone was a lifesaver.”

    Mei W.

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    Data Platform Engineer

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  • ★★★★★

    “Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”

    Carlos R.

    Carlos R.

    Engineering Manager

    AZ-400 Team Training ✓ Verified
  • ★★★★★

    “Passed AZ-104 on first attempt. The MCT knew the exact exam patterns and the labs were exactly what Microsoft tests. Worth every penny.”

    Rahul M.

    Rahul M.

    Azure Administrator

    AZ-104 Certified ✓ Verified
  • ★★★★★

    “I trained 15 of my team members for SC-200. Koenig's on-site delivery was seamless and all 15 passed within 3 months.”

    Sarah K.

    Sarah K.

    CISO, Financial Services

    Enterprise Client ✓ Verified
  • ★★★★★

    “The 1-on-1 format was a game changer. My trainer adjusted the pace to my schedule and I cleared PL-300 while working full-time.”

    Ahmed R.

    Ahmed R.

    Business Intelligence Lead

    PL-300 Certified ✓ Verified
  • ★★★★★

    “From AZ-900 to AZ-305 in 6 months. Koenig's structured roadmap and MCT mentoring made the expert level achievable.”

    Priya S.

    Priya S.

    Cloud Solutions Architect

    AZ-305 Expert ✓ Verified
  • ★★★★★

    “As an L&D head I've used 5 training vendors. Koenig's MCT quality, MOC materials, and ESI compliance is in a different league.”

    James T.

    James T.

    Head of L&D, UK Enterprise

    100+ Learners Trained ✓ Verified
  • ★★★★★

    “SC-900 and SC-300 back to back — both cleared first try. The security curriculum at Koenig is incredibly thorough and up to date.”

    Aisha N.

    Aisha N.

    Security Analyst

    SC-300 Certified ✓ Verified
  • ★★★★★

    “AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”

    David L.

    David L.

    AI Engineer

    AI-102 Certified ✓ Verified
  • ★★★★★

    “DP-600 Fabric certification done in 3 weeks of part-time study. The customised schedule around my timezone was a lifesaver.”

    Mei W.

    Mei W.

    Data Platform Engineer

    DP-600 Certified ✓ Verified
  • ★★★★★

    “Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”

    Carlos R.

    Carlos R.

    Engineering Manager

    AZ-400 Team Training ✓ Verified
  • ★★★★★

    “Passed AZ-104 on first attempt. The MCT knew the exact exam patterns and the labs were exactly what Microsoft tests. Worth every penny.”

    Rahul M.

    Rahul M.

    Azure Administrator

    AZ-104 Certified ✓ Verified
  • ★★★★★

    “I trained 15 of my team members for SC-200. Koenig's on-site delivery was seamless and all 15 passed within 3 months.”

    Sarah K.

    Sarah K.

    CISO, Financial Services

    Enterprise Client ✓ Verified
  • ★★★★★

    “The 1-on-1 format was a game changer. My trainer adjusted the pace to my schedule and I cleared PL-300 while working full-time.”

    Ahmed R.

    Ahmed R.

    Business Intelligence Lead

    PL-300 Certified ✓ Verified
  • ★★★★★

    “Passed AZ-104 on first attempt. The MCT knew the exact exam patterns and the labs were exactly what Microsoft tests. Worth every penny.”

    Rahul M.

    Rahul M.

    Azure Administrator

    AZ-104 Certified ✓ Verified
  • ★★★★★

    “I trained 15 of my team members for SC-200. Koenig's on-site delivery was seamless and all 15 passed within 3 months.”

    Sarah K.

    Sarah K.

    CISO, Financial Services

    Enterprise Client ✓ Verified
  • ★★★★★

    “The 1-on-1 format was a game changer. My trainer adjusted the pace to my schedule and I cleared PL-300 while working full-time.”

    Ahmed R.

    Ahmed R.

    Business Intelligence Lead

    PL-300 Certified ✓ Verified
  • ★★★★★

    “From AZ-900 to AZ-305 in 6 months. Koenig's structured roadmap and MCT mentoring made the expert level achievable.”

    Priya S.

    Priya S.

    Cloud Solutions Architect

    AZ-305 Expert ✓ Verified
  • ★★★★★

    “As an L&D head I've used 5 training vendors. Koenig's MCT quality, MOC materials, and ESI compliance is in a different league.”

    James T.

    James T.

    Head of L&D, UK Enterprise

    100+ Learners Trained ✓ Verified
  • ★★★★★

    “SC-900 and SC-300 back to back — both cleared first try. The security curriculum at Koenig is incredibly thorough and up to date.”

    Aisha N.

    Aisha N.

    Security Analyst

    SC-300 Certified ✓ Verified
  • ★★★★★

    “From AZ-900 to AZ-305 in 6 months. Koenig's structured roadmap and MCT mentoring made the expert level achievable.”

    Priya S.

    Priya S.

    Cloud Solutions Architect

    AZ-305 Expert ✓ Verified
  • ★★★★★

    “As an L&D head I've used 5 training vendors. Koenig's MCT quality, MOC materials, and ESI compliance is in a different league.”

    James T.

    James T.

    Head of L&D, UK Enterprise

    100+ Learners Trained ✓ Verified
  • ★★★★★

    “SC-900 and SC-300 back to back — both cleared first try. The security curriculum at Koenig is incredibly thorough and up to date.”

    Aisha N.

    Aisha N.

    Security Analyst

    SC-300 Certified ✓ Verified
  • ★★★★★

    “AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”

    David L.

    David L.

    AI Engineer

    AI-102 Certified ✓ Verified
  • ★★★★★

    “DP-600 Fabric certification done in 3 weeks of part-time study. The customised schedule around my timezone was a lifesaver.”

    Mei W.

    Mei W.

    Data Platform Engineer

    DP-600 Certified ✓ Verified
  • ★★★★★

    “Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”

    Carlos R.

    Carlos R.

    Engineering Manager

    AZ-400 Team Training ✓ Verified
  • ★★★★★

    “AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”

    David L.

    David L.

    AI Engineer

    AI-102 Certified ✓ Verified
  • ★★★★★

    “DP-600 Fabric certification done in 3 weeks of part-time study. The customised schedule around my timezone was a lifesaver.”

    Mei W.

    Mei W.

    Data Platform Engineer

    DP-600 Certified ✓ Verified
  • ★★★★★

    “Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”

    Carlos R.

    Carlos R.

    Engineering Manager

    AZ-400 Team Training ✓ Verified

Frequently Asked Questions

Everything you need to know about the AI-3019 training course

Is the certification exam included in the AI-3019: Build AI Apps with Azure Database for PostgreSQL course, and what is the fee?
The AI-3019: Build AI Apps with Azure Database for PostgreSQL course prepares you for the Microsoft Applied Skills credential. This exam is not included in the course fee. The assessment costs $25 when taken independently, following Microsoft's standard pricing for cloud-based lab evaluations.
What training formats does Koenig offer for AI-3019: Build AI Apps with Azure Database for PostgreSQL, and is it guaranteed?
Koenig offers AI-3019: Build AI Apps with Azure Database for PostgreSQL via live online, 1-on-1, and self-paced Flexi formats. All listed batches are Guaranteed-to-Run. You can enroll with full confidence that your scheduled session will proceed as planned without cancellation.
How long is lab access for AI-3019: Build AI Apps with Azure Database for PostgreSQL, and what environment is used?
You receive 6 months of lab access for AI-3019: Build AI Apps with Azure Database for PostgreSQL via Koenig’s LET platform. This uses a secure Microsoft Azure sandbox. It provides real-time access to PostgreSQL Vector extensions and Azure AI services for scalable development.
What is Koenig's rescheduling and cancellation policy for the AI-3019: Build AI Apps with Azure Database for PostgreSQL course?
Koenig allows rescheduling for AI-3019: Build AI Apps with Azure Database for PostgreSQL. A 50% fee applies if you cancel or reschedule within 10 days of the start date. You may reschedule the same training only once per standard service terms.
What is the format, passing score, and time limit for the AI-3019: Build AI Apps with Azure Database for PostgreSQL assessment?
The AI-3019: Build AI Apps with Azure Database for PostgreSQL assessment is a 45-minute interactive lab. It features 12–16 performance-based tasks. You must achieve a 700 score out of 1000 to pass, proving your skills in RAG and semantic search.
How long is the Microsoft Applied Skills certification from AI-3019: Build AI Apps with Azure Database for PostgreSQL valid?
The Microsoft Applied Skills credential from AI-3019: Build AI Apps with Azure Database for PostgreSQL is valid for one year. You renew it for free via a proctored assessment on Microsoft Learn. You have unlimited retakes within six months before expiration.
What post-training support does Koenig provide after completing AI-3019: Build AI Apps with Azure Database for PostgreSQL?
After AI-3019: Build AI Apps with Azure Database for PostgreSQL, you get 6 months of lab access and a free course retake. You also gain Qubits42 test software, mentor support, and optional 4-hour live sessions for deeper technical clarification.
What are the prerequisites for the AI-3019: Build AI Apps with Azure Database for PostgreSQL course?
You should have experience with PostgreSQL databases, SQL queries, and basic ML concepts before starting AI-3019: Build AI Apps with Azure Database for PostgreSQL. Familiarity with Python and RAG frameworks is recommended to successfully integrate Azure AI services.
What is the career benefit after completing the AI-3019: Build AI Apps with Azure Database for PostgreSQL certification?
Professionals with AI-3019: Build AI Apps with Azure Database for PostgreSQL skills earn an average of $115,000 annually. Roles like Cloud AI Specialist see 20% higher pay. This certification validates your expertise in building modern, AI-driven database applications.
How does instructor-led training for AI-3019: Build AI Apps with Azure Database for PostgreSQL compare to self-study?
Instructor-led AI-3019: Build AI Apps with Azure Database for PostgreSQL training offers a 92% completion rate and 85% pass rate. This significantly outperforms self-study, which sees 58% and 63% respectively, thanks to real-time doubt resolution and structured hands-on labs.
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