Become a Microsoft Certified: Azure AI Apps and Agents Developer Associate

A clear roadmap and hands-on learning path to the AI-103 exam. Plan, build, and deploy real Azure AI solutions along the way: generative AI apps, autonomous agents, MCP tools, computer vision, and document intelligence — all on Microsoft Foundry.

AI-103 certification badge
The credential you'll earnMicrosoft Certified: Azure AI App and Agent Developer Associate
8 modules· 32+ hands-on labs· 35+ lessons· 5 knowledge checks· 200+ exam questions + simulator
Microsoft Foundry AI-103 workflow: Plan, Build, Deploy
8learning-ordered modules
32+hands-on labs
200+exam questions + simulator
46,000+professionals trained by K21
4.6/5 on Trustpilot · 267+ reviews

Our coaches and alumni work at these companies

JPMorgan
Microsoft
Accenture
Wipro
TCS
Infosys
Capgemini
PwC
Red Hat
AT&T
BNY
Spectrum
WTW
TD
Verified reviews

What K21 Academy learners say

4.6 Trustpilot & Google
Is this for you?

Who should enroll in this program.

Developers & Azure AI Engineers
You build, manage, and deploy AI apps and agents in Python and Azure services, and want a structured path to the associate-level credential that proves it.
Solution Architects
You design AI systems on Microsoft Foundry and need hands-on fluency across generative AI, agents, and the services that connect them.
Data Scientists
You want to extend your skillset into agentic and generative AI development, backed by real labs instead of theory alone.
DevOps & Security Teams
You support AI initiatives in production and want to understand how agents, guardrails, and deployments actually work on Foundry.
Your AI-103 roadmap & learning path

8 modules. From fundamentals to certified.

Every domain on the official AI-103 skills-measured outline — planning & managing Azure AI solutions, generative AI & agentic solutions, computer vision, text analysis, and information extraction — delivered as 8 learning-ordered modules built around Microsoft Foundry.

Module 1 · Plan, Prepare & Deploy AI Solutions 4 lessons · 2 labs · 1 quiz

Get oriented in Microsoft Foundry before you build anything: how AI agents work alongside human agents, how Foundry integrates with OpenAI, and what it takes to plan a real AI development project.

Lessons
Introduction to Microsoft Foundry Tools Understanding AI Agents & Human Agents Integration with Microsoft Foundry & OpenAI AI Explained: Workloads & Agents
Labs
⚡ Prepare for an AI development project ⚡ Explore and compare models
Also included: FAQs · Presentations · Quiz
Module 2 · Generative AI Chat App & Tools Integration 2 lessons · 1 lab

Move from theory to your first working build: stand up a generative AI chat app in Microsoft Foundry from the ground up.

Lessons
Microsoft Foundry Hands-on Build a Gen AI Chat App with Microsoft Foundry
Labs
⚡ Create a generative AI chat app
Also included: Presentations
Module 3 · Optimize GenAI & Text Analysis with Azure 6 lessons · 4 labs · 1 quiz

Go deep on language: NLP fundamentals, Azure AI Language models, prompt engineering, and how to tune a generative AI model's performance.

Lessons
Intro to NLP & Its Capabilities Text Analytics with Azure AI Natural Language Processing (NLP) NLP Models with Azure AI Language Optimize Generative AI Model Performance Prompt Engineering
Labs
⚡ Analyze text with Azure AI Search ⚡ Create a generative AI chat app that uses tools ⚡ Fine-tune a language model ⚡ Recognize and synthesize speech
Also included: Quiz · FAQs
Module 4 · Responsible GenAI & AI Agents on Foundry 6 lessons · 6 labs · 1 quiz

Build real agents and keep them safe: agent basics, Semantic Kernel, autonomous and multimodal agents, guardrails, and deployment to Microsoft Teams and Copilot.

Lessons
AI Agents Basics Building Agents Semantic Kernel Autonomous Agents & Multimodal AI Implement a Responsible Gen AI Solution Text Analysis with an Azure Agent
Labs
⚡ Apply guardrails to prevent harmful content ⚡ Generate images with AI ⚡ Build AI agents with the portal and VS Code ⚡ Use a custom function in an AI agent ⚡ Deploy agents to Microsoft Teams & Copilot ⚡ Work IQ: workplace intelligence for AI agents
Also included: Quiz
Module 5 · MCP Tools, Foundry IQ & Azure Language/Speech 2 lessons · 2 labs

Connect agents to the outside world with MCP: explore Foundry IQ, wire up content understanding, and build agents that use MCP tools directly.

Lessons
Explore Foundry IQ Azure Content Understanding in Foundry IQ
Labs
⚡ Develop an AI agent with MCP tools ⚡ Integrate an AI agent with Foundry IQ
Module 6 · Agent Workflows, Multi-Agent & A2A Protocol 5 lessons · 4 labs

Scale from one agent to many: multi-agent solutions in Foundry, the Microsoft Agent Framework SDK, and the agent-to-agent (A2A) protocol for connecting remote agents.

Lessons
Multi-Agent Solution in Foundry VS Code for Agent Development Develop a Text Analysis Agent with Azure & MCP Deploy Agents to Microsoft Teams Microsoft Agent Frameworks
Labs
⚡ Build a workflow in Microsoft Foundry ⚡ Build an AI chat agent with the MS Agent Framework SDK ⚡ Develop a multi-agent solution ⚡ Connect to remote agents with the A2A protocol
Module 7 · Speech & Translation 3 lessons · 5 labs

Give your agents a voice: speech recognition, real-time translation, and Azure AI Search, culminating in a full Voice Live agent build.

Lessons
Translating Text Speech Recognition Azure AI Search
Labs
⚡ Use speech-capable generative AI models ⚡ Develop a Voice Live agent ⚡ Translate text and speech ⚡ Develop a text analysis agent ⚡ Use Azure Speech in an agent
Also included: Presentations
Module 8 · Computer Vision, Document Intelligence & Knowledge Mining 7 lessons · 8 labs · 2 quizzes

The final domain stack: computer vision, face detection, video indexing, document intelligence, and a full RAG pipeline built on Content Understanding to close out the exam blueprint.

Lessons
Fundamentals of Computer Vision Detecting Faces with Azure AI Vision Image Classification with Azure AI Vision Analyzing Videos Using Video Indexer Azure AI Document Intelligence Solution Analyze a Document Using a Custom Model Develop Vision-Enabled Gen AI Apps
Labs
⚡ Develop a vision-enabled chat app ⚡ Generate video with Sora in Microsoft Foundry ⚡ Analyze images with Azure Content Understanding ⚡ Extract information from multimodal content ⚡ Develop a Content Understanding client app ⚡ Extract data with Azure Document Intelligence ⚡ Create a knowledge mining solution ⚡ Build a RAG pipeline with Content Understanding
Also included: Presentations · 2 Quizzes · FAQs
Not toy demos

32+ hands-on labs, real Foundry builds.

A selection of what you'll actually ship across the 8 modules — from your first chat app to multi-agent orchestration and a full RAG pipeline.

Module 1

Explore and compare models

Get hands-on comparing model options before committing to a solution architecture.

Module 2

Create a generative AI chat app

Stand up your first working generative AI application in Microsoft Foundry.

Module 3

Fine-tune a language model

Tune a generative AI model's performance using Azure AI Language tooling.

Module 4

Build AI agents with the portal and VS Code

Build and deploy autonomous agents to Microsoft Teams and Copilot with guardrails in place.

Module 5

Develop an AI agent with MCP tools

Connect an agent to external MCP tools and integrate it with Foundry IQ.

Module 6

Develop a multi-agent solution

Scale from one agent to many using the Microsoft Agent Framework SDK and the A2A protocol.

Module 7

Develop a Voice Live agent

Give an agent a voice with real-time speech recognition and translation.

Module 8

Build a RAG pipeline with Content Understanding

Close out the exam blueprint with a full retrieval-augmented generation and knowledge-mining pipeline.

Real learners. Real support.

What it's like inside K21 Academy.

Public reviews from K21 Academy learners, verified on Google and Trustpilot.

Trustpilot

One of the best learning and professional growth experiences

I am 3 weeks into the AI/ML program. The support is extremely awesome for labs, doubts and even resume updates. I am extremely impressed with all the live class teachers. The team creates a custom game plan / learning path for everyone. The real-world project experiences and hands-on lab experience is a key differentiator.

GP
Gaj Paranjape
AI/ML Program · USA
Trustpilot

K21 Experience AI/ML Track gave me direction

When I first started learning AI and Azure, I was quite confused about where to begin and what direction to take. The structured curriculum, supportive mentors, and proper guidance have given me a lot of clarity. I now feel more confident in my learning journey.

RS
Rahul Syal
AI/ML Learner · India
Google

From non-technical background to confident AI learner

I decided to explore AI as part of a career change, but coming from a non-technical background made me hesitant to enroll in any course. The course is well-structured, catering to both beginners and advanced learners. The emphasis on hands-on experience truly enhances the learning process.

MV
Monica Varry
AI Career Changer
Trustpilot

K21 Academy gave me clarity and confidence

One of K21 Academy's biggest strengths is its AI curriculum. The content is exhaustive and serves as a one-stop shop for AI and Azure. Despite the significant time commitment, I haven't regretted it for a single moment.

GB
Gunita Bajaj
Azure AI Program · USA
Hear it directly from them

Video stories from K21 learners.

Real K21 Academy learners on how they moved into high-paying AI, Cloud & Azure roles. Tap any video to play.

K21 Academy student testimonial
K21 Academy student testimonial
K21 Academy student testimonial
K21 Academy student testimonial
K21 Academy student testimonial
K21 Academy student testimonial
K21 Academy student testimonial
K21 Academy student testimonial
K21 Academy student testimonial
K21 Academy student testimonial
K21 Academy student testimonial
K21 Academy student testimonial
K21 Academy student testimonial
What the program includes

Everything to get certified, and actually build.

Not a video library. A hands-on, exam-focused system.

6 Weeks, Live & Hands-On

Instructor-led sessions with live demos and scenario-based problem solving, not passive videos. Recordings available after each session.

32+ Hands-On Labs

Build generative AI chat apps, autonomous agents, MCP integrations, multi-agent workflows, and full computer-vision / document-intelligence pipelines: real Foundry builds, not toy demos.

AI-103 Certification Prep

Full coverage of all 5 official skills-measured domains: planning & managing Azure AI solutions, implementing generative AI & agentic solutions, computer vision, text analysis, and information extraction.

200+ Exam Q&A + Practice Simulator

Exam-style questions across every domain with detailed explanations, plus a timed practice exam that mirrors the real AI-103 test.

Scenario-Based Learning

Architecture scenarios and walkthroughs — agents, RAG pipelines, multimodal apps — that teach you how to apply Foundry in production, not just what to memorize.

⚡ Next cohort filling fast limited seats available. Early applicants get priority placement.

AI-103 Certification Program

One program.
Everything to pass AI-103.

See pricing and enroll for the next live cohort.

6-Week Program
Azure AI Apps & Agents Developer Associate Track
The full AI-103 exam-readiness system
  • Weekly LIVE instructor-led sessions
  • 8 learning-ordered modules, 35+ lessons
  • 32+ hands-on labs on Microsoft Foundry
  • 5 knowledge-check quizzes
  • 200+ exam questions + practice simulator
  • Full coverage of all 5 AI-103 skills domains
  • Scenario-based architecture walkthroughs
  • Session recordings for at-your-own-pace review
  • Support until your exam day
SEE PRICING & ENROLL
AI-103 certification guarantee badge CERTIFIED AI-103

The guarantee: do the work, pass the exam.

Complete the program the way it's designed, and you'll be ready for the AI-103 exam — or we keep working with you until you are.

Attend the live sessions and complete the labs
Work through the 200+ exam questions & simulator
Ask for support when you need it, don't go silent
Sit the exam within the guidance window

Did all that and didn't pass? We'll keep coaching you through your next attempt. Action-based, no fine print.

Learner outcomes

Built the skills. Then used them.

K21 Academy learners who came in with a goal, shipped real Azure AI projects, and put their certifications to work.

"

I'm thrilled to share that I've recently landed a role as a Generative AI Engineer. The hands-on projects let me confidently describe an end-to-end AI solution in the interview. The interviewer was genuinely impressed.

S
Steve
Generative AI Engineer
✓ Google review verified
"

I've successfully landed a job as an AI Engineer. Worked hands-on with cloud AI services and foundation models, and later received a second offer as a Generative AI Engineer.

DD
Debasish Dash
AI Engineer → Generative AI Engineer
✓ Google review verified
"

I have finally secured a contract-to-hire role as a Generative AI Engineer. I was deploying a RAG pipeline to a web app during the actual hiring process. The projects I built were exactly what the company needed.

II
Ike Imala
Generative AI Engineer (contract-to-hire)
✓ Google review verified
"

Excited to share that I have successfully passed my AI certification exam! A big thank you to the K21 Academy team for their excellent training, well-structured course content, and continuous support.

AA
Adnan Ahmed
AI/ML Engineer, Certified
✓ Trustpilot verified
Common questions

Before you enroll.

AI-103: Developing AI Apps and Agents on Azure is Microsoft's associate-level certification exam for building, managing, and deploying AI applications and agents using Microsoft Foundry. It replaces the AI-102 exam and leads to the Microsoft Certified: Azure AI Apps and Agents Developer Associate credential.
Developers and Azure AI engineers who build, manage, and deploy AI apps and agents — working with Python and Azure services, alongside solution architects, data scientists, DevOps, and security teams.
Microsoft doesn't require a prior certification to sit the exam. It does recommend candidates be comfortable developing apps in Python and familiar with general and generative AI concepts before attempting AI-103.
Approximately 6 weeks of instructor-led training: live sessions with hands-on labs, scenario walkthroughs, and practice questions, all recorded for replay at your own pace.
Very hands-on: 32+ labs across all 8 modules, covering everything from your first Foundry chat app to multi-agent orchestration, MCP integrations, computer vision, and a full RAG / knowledge-mining pipeline.
Yes, 200+ exam-style questions across all five domains with detailed explanations, plus a timed practice exam simulator that mirrors real exam conditions, and certification scenarios for exam readiness.
Live and instructor-led, so you can ask questions and build alongside the trainer. Recordings are available after each session.
Flexible payment options may be available. Submit the application to see which option you qualify for.

Ready to become a Microsoft Certified: Azure AI Apps and Agents Developer Associate?

Join the next cohort, build real Foundry-based agents and AI apps, and walk into the AI-103 exam ready.

SEE PRICING & ENROLL

★ 4.6/5 on Trustpilot · 267+ reviews

AI-103: Developing AI Apps and Agents on Azure — Certification Program by K21 Academy