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AI-3016: Develop Generative AI Apps in Azure Beginner

The AI-3016: Develop Generative AI Apps in Azure course equips AI engineers and cloud developers with skills to build, optimize, and deploy responsible generative AI applications using Microsoft Azure AI Foundry. It solves the growing challenge of integrating large language models securely and ethically, with 70% of enterprises now prioritizing responsible AI adoption. Learners gain hands-on experience in prompt engineering, RAG implementation, tool integration, and model evaluation.

This course prepares learners for the Microsoft Applied Skills credential: Develop generative AI apps by using Azure AI Foundry portal (APL-3016). Koenig Solutions delivers official vendor-authorized courseware with Guaranteed-to-Run dates, ensuring training continuity. Graduates gain a verifiable certification to accelerate their path to roles like AI Developer or Cloud AI Specialist.

8 Hours (1 Days)
Live Online / Classroom
361+ 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 AI-3016: Develop Generative AI Apps in Azure course provides essential Azure AI development training for professionals aiming to build production-ready generative AI applications. This generative AI certification path is designed for developers, AI engineers, and cloud solution architects who want to master Azure’s advanced platform. While AZ-104 training focuses on core infrastructure and administration, AI-3016 complements those skills by teaching you how to deploy and manage intelligent AI services on top of that secure Azure foundation. This course equips you with the in-demand capabilities to design, deploy, and manage secure, responsible generative AI solutions.

Core Technologies

Learners gain hands-on experience with core Microsoft services, including Azure AI Studio, Azure OpenAI Service, and Azure AI Search, all accessed through the Azure portal and Visual Studio Code.

Hands-on Labs

Through guided labs, students deploy large language models from the Azure AI model catalog, configure content filters for responsible AI, and implement Retrieval-Augmented Generation by grounding models with proprietary data.

Project Outcomes

A key project involves building a fully functional generative AI chat application where students implement streaming responses, conversation tracking, and tool integration. Participants optimize model performance through prompt engineering and evaluation metrics, ensuring applications are secure, scalable, and aligned with enterprise requirements.

This course prepares candidates for the Microsoft Applied Skills credential in developing generative AI apps, which is a recognized industry standard. Professionals with these validated skills are well-positioned for the evolving requirements of the Azure AI engineer role. Koenig Solutions enhances this learning journey with official Microsoft courseware and expert mentoring to ensure mastery. Upon completion, learners are equipped to design intelligent copilots, integrate agentic workflows, and lead generative AI initiatives, positioning them at the forefront of the AI transformation in enterprise software development.

What You'll Learn

Architect AI development lifecycles in Azure, the leading cloud platform for generative AI applications
Deploy models directly from the Azure AI Foundry catalog, a trusted source with thousands of pre-built AI models
Integrate SDK components within Azure AI Foundry to build advanced generative AI applications
Implement Retrieval-Augmented Generation (RAG) solutions within Azure AI Foundry to enhance AI accuracy and relevance
Fine-tune language models with Azure AI Foundry to improve performance and customization for specific business needs
Evaluate and optimize AI application performance in Azure, ensuring reliable and scalable generative AI solutions
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Certification Exam

Everything you need to know about the AI-3016 certification exam

Exam Details
Exam Name
AI-3016
Exam Cost
Included in Microsoft Applied Skills program
Format
Multiple choice, labs & case studies
Questions
Duration
Passing Score
Validity
Retake Policy
Subject to Microsoft Applied Skills retake guidelines
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AI-3016: Develop Generative AI Apps in Azure

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Course Curriculum

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

1
Day 1– Master AI-3016: Develop Generative AI Apps in Azure Strategy
Master core AI fundamentals Leverage Azure AI services Navigate Azure AI Foundry Utilize essential developer SDKs Implement responsible AI frameworks Configure cloud development environments Execute hands-on project setup Complete module knowledge assessment
2
Day 2– Build Microsoft AI-3016 LLM Apps with Prompt Flow
Analyze LLM application lifecycles Master prompt flow architecture Manage diverse flow types Optimize connections and runtimes Monitor production prompt flows Test advanced prompt variants Execute prompt flow labs Complete module knowledge assessment
3
Day 3– Deploy Microsoft AI-3016 RAG-Based Generative AI Solutions
Architect RAG pattern solutions Ground models with data Enable Azure data searchability Develop RAG client applications Integrate RAG prompt flows Connect external data sources Execute RAG application labs Complete module knowledge assessment
4
Day 4– Fine-Tune and Deploy Microsoft AI-3016 Language Models
Determine fine-tuning requirements Prepare datasets for training Utilize Azure AI Studio Fine-tune chat completion models Navigate global model catalogs Deploy models to endpoints Validate deployed model performance Execute model deployment labs
5
Day 5– Evaluate Microsoft AI-3016 Responsible AI Implementation
Assess model performance metrics Execute manual evaluation workflows Run automated model testing Evaluate generative AI outputs Design responsible AI solutions Mitigate potential system harms Apply robust content filters Execute risk mitigation labs

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-3016 certified professionals report career advancement within 6 months

Salary Impact

+28%

Average salary increase reported after obtaining the AI-3016 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 Engineer
  • Generative AI Developer
  • Azure AI Solutions Architect
  • AI Application Developer
  • Copilot Developer
  • Azure AI Platform Engineer

Companies Hiring

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

and 5,000+ organizations worldwide seeking AI-3016 certified professionals

Meet Your Instructor

👤
Kuldeep Singh
6+
Years Exp.
5,000+
Students
4.9
Avg Rating

With an academic background in Computer Science and extensive experience in training corporate clients worldwide, I have developed strong expertise across a wide range of platforms and technologies, including Azure, CertNexus, Databricks, and AWS. I am well-versed in programming languages such as Python, Python for Machine Learning, R, Julia, and other object-oriented programming languages. I also hold multiple certifications, including DP-100, AI-102, AI-900, AZ-204, AZ-220, AZ-400, machine learning associate in Databricks and the AWS Machine Learning Specialty. Since the last few years I am also working with agentic AI technology where we can create agents specific to some task and also generic agents using GUI platform and also using code-based approach.

For the past five years, I have been associated with Koenig, where I have delivered high-quality training to clients across various industries. My industry exposure, technical proficiency, and passion for continuous learning enable me to consistently deliver results and contribute significant value to any organization.

 

Associated with Koenig since February 2020.


 

 

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.”

    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
  • ★★★★★

    “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-3016 training course

Is the certification exam included in the AI-3016 training cost, and what is the exam fee if separate?
AI-3016: Develop Generative AI Apps in Azure is a Microsoft Applied Skills credential offered free via Microsoft Learn. Koenig’s training prepares you for this assessment. There are no proctored exam fees, as the evaluation focuses on hands-on Azure AI Foundry skills.
What training formats does Koenig offer for AI-3016, and is there a Guaranteed-to-Run schedule?
Koenig offers AI-3016 in live online, 1-on-1, and classroom formats. Our Guaranteed-to-Run policy ensures your course proceeds even with one registrant. Benefit from flexible scheduling and expert Microsoft-certified trainers who guide you through every module of the AI-3016 curriculum.
How long is lab access provided, and what type of environment is used for AI-3016 labs?
Koenig grants 30 days of post-training lab access for AI-3016. You will use a cloud-based sandbox environment featuring real Azure AI Studio tools. This setup lets you build production-ready copilots, RAG solutions, and prompt flows in a secure, professional Azure environment.
What is Koenig's rescheduling and cancellation policy for the AI-3016 course?
Reschedule your AI-3016 training for free with 7 days' notice. Cancellations within 10 days incur a 50% fee. You may reschedule once per booking. Refunds are available within one year of payment, strictly following Koenig’s established Terms of Service for all learners.
What is the format, number of questions, passing score, and time limit for the AI-3016 assessment?
The AI-3016 assessment is a performance-based lab exam on Microsoft Learn. It replaces traditional MCQs with real-world tasks in Azure AI Studio. There is no fixed question count, time limit, or public passing score, emphasizing your practical ability to implement responsible AI.
How long is the AI-3016 certification valid, and what is the renewal process and cost?
The AI-3016 Applied Skills credential has lifelong validity. Microsoft’s policy for credentials introduced after 2023 requires no renewal or recurring fees. This ensures your professional recognition remains current, allowing you to focus on advancing your generative AI expertise without administrative burdens.
What post-training support does Koenig provide after completing the AI-3016 course?
Koenig provides 30 days of post-training support for AI-3016. Access trainer consultations, session recordings, and extended lab environments. You also receive a certificate of completion and can join live doubt-clearing sessions to master your generative AI implementation skills with confidence.
What are the prerequisites or prior experience needed to take the AI-3016 course effectively?
Success in AI-3016 requires programming proficiency in C# or Python and basic Azure service knowledge. While not mandatory, familiarity with AI concepts and Visual Studio Code will significantly accelerate your ability to build complex copilots and prompt flows in Azure.
What is the expected salary impact or career advancement after completing the AI-3016 course?
Earning the AI-3016 credential qualifies you for roles like Azure AI Engineer, with average North American salaries reaching $145,000. This certification validates your expertise in deploying RAG solutions and copilots, positioning you for rapid career growth within top-tier AI-driven organizations.
How does instructor-led AI-3016 training compare to self-study in terms of effectiveness and outcomes?
Instructor-led AI-3016 training provides real-time expert guidance and structured labs, ensuring faster mastery than self-study. Koenig’s Guaranteed-to-Run batches and 30-day lab access provide the hands-on proficiency needed to successfully implement generative AI solutions in real-world Azure AI Foundry projects.
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