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Microsoft Azure

Microsoft Azure AI Engineer Associate (AI-102)

By Webmaster Certland English 📝 334 questions 🔄 Updated on June 16, 2026

Practice exam for the Microsoft Azure AI Engineer Associate (AI-102) certification. Covers planning and managing Azure AI solutions, implementing computer vision and NLP solutions, knowledge mining, document intelligence, and generative AI with Azure OpenAI.

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Sample Questions — Microsoft Azure AI Engineer Associate (AI-102)

5 free sample questions from this practice exam. Correct answers are highlighted.

1. A developer is calling the Azure OpenAI chat completions API. They want to control the creativity and randomness of the model's responses. Which parameter controls response randomness?

A max_tokens for controlling response length
B temperature for controlling response randomness and creativity ✓ Correct
C frequency_penalty for controlling token repetition
D presence_penalty for controlling content novelty

2. An AI engineer is implementing prompt engineering for a customer service chatbot. Users ask technical questions. The engineer wants to ensure the model provides step-by-step reasoning before giving a final answer. Which prompt technique encourages this?

A Chain-of-thought prompting with 'Think through this step by step' instruction ✓ Correct
B Zero-shot prompting to test the model's direct reasoning ability
C System message prompting with detailed persona instructions
D Negative prompting to restrict non-reasoning responses

Microsoft Azure AI Engineer Associate (AI-102) — Frequently Asked Questions

How many practice questions does the Microsoft Azure AI Engineer Associate (AI-102) prep include?

CertLand's Microsoft Azure AI Engineer Associate (AI-102) prep includes 334 exam-style questions covering every domain, each with a detailed explanation of why every answer option is correct or incorrect.

What score do I need to pass the Microsoft Azure AI Engineer Associate (AI-102)?

The Microsoft Azure AI Engineer Associate (AI-102) passing score is 70%. CertLand scores every practice attempt the same way and breaks your results down by domain, so you know exactly where you stand before exam day.

Can I try Microsoft Azure AI Engineer Associate (AI-102) questions for free?

Yes. You can answer 5 real Microsoft Azure AI Engineer Associate (AI-102) questions free — no account and no credit card needed — and see full explanations on the results page. You can also run a free Radar readiness diagnostic for a personalized study plan.

How long is each Microsoft Azure AI Engineer Associate (AI-102) practice attempt?

Each full Microsoft Azure AI Engineer Associate (AI-102) mock attempt on CertLand is timed at 120 minutes, mirroring real exam conditions so you build the pacing you need to finish on time.

Is there a money-back guarantee?

Yes. Every CertLand purchase is backed by a 14-day money-back guarantee on your first purchase — if the prep isn't right for you, you get a full refund.

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