Am I Ready for the AI-103?
Before diving into the challenges, take a few minutes to assess your readiness. The AI-103 is an Associate-level exam that assumes hands-on programming experience and familiarity with AI concepts. Unlike AI-901, this exam requires you to write code that integrates Azure AI services into applications.
Self-Assessment Checklist
Click each row to cycle through: ✅ Comfortable | ⚠️ Need Review | ❌ New to Me
Programming Skills
| Skill | Your Level (click to rate) |
|---|---|
| I can write Python or C# code confidently | ⬜ |
| I understand REST APIs and HTTP requests | ⬜ |
| I can read and write JSON | ⬜ |
| I have used SDKs to call cloud services | ⬜ |
| I understand async/await patterns | ⬜ |
| I know how to use environment variables and configuration | ⬜ |
| I can deploy containers (Docker basics) | ⬜ |
AI & Azure AI Experience
| Skill | Your Level (click to rate) |
|---|---|
| I have used Azure AI services or Cognitive Services | ⬜ |
| I understand what embeddings and vectors are | ⬜ |
| I know the RAG (Retrieval-Augmented Generation) pattern | ⬜ |
| I have worked with Azure OpenAI or OpenAI API | ⬜ |
| I understand NLP concepts (tokenization, NER, sentiment) | ⬜ |
| I have built or used a search index | ⬜ |
| I know what prompt engineering means | ⬜ |
How to Interpret Your Results
Mostly ✅: You're ready!
Jump straight to Lab Setup and start Challenge 01.
Mix of ✅ and ⚠️: You're almost ready
Start the challenges but budget 2–4 weeks of focused study. Use the Learning Resources links in each challenge to fill gaps as you go.
Several ❌: Start with fundamentals first
Consider these resources before starting AI-103:
- AI-901: Azure AI Fundamentals — Build foundational AI and Azure AI concepts
- Python for Beginners — Free Microsoft Learn path
- Azure OpenAI Getting Started — Hands-on quickstart
That's okay! The AI-901 (Azure AI Fundamentals) certification is an excellent starting point. It covers the concepts behind AI services without requiring code. Many candidates take AI-901 first, build programming skills, then tackle AI-103.
Experience Expectations
According to Microsoft, AI-103 candidates should have:
- 1+ years of experience with Python or C#
- Familiarity with REST APIs and SDKs
- Understanding of Azure services (subscriptions, resource groups, deployment)
- Knowledge of AI/ML fundamentals (training, inference, models, evaluation)
- Experience with DevOps basics (Git, CI/CD concepts, containers)
These challenges are designed to accelerate your learning. Each challenge is self-contained with Python, C#, and REST tabs. If you're a fast learner and can code confidently, you can build equivalent hands-on experience by completing all 49 challenges in 4–6 weeks of focused study.
Ready to go? Head to the Lab Setup to configure your environment, then start with Challenge 01.