Quick skill test · 25 questions · 25 minutes · Free

AI-102 Practice Test

Tests readiness for Microsoft's AI-102 Azure AI Engineer Associate exam — planning, securing and monitoring Azure AI solutions, generative AI and agents with Azure OpenAI and AI Foundry, computer vision, natural language processing, and knowledge mining with Azure AI Search and Document Intelligence. Pass to earn AI-102 Exam Readiness SOA-AI10.

What is the AI-102 Practice Test?

The AI-102 Practice Test is a free advanced-level, 25-minute skill test from Science of Apps. It tests readiness for Microsoft's AI-102 Azure AI Engineer Associate exam — planning, securing and monitoring Azure AI solutions, generative AI and agents with Azure OpenAI and AI Foundry, computer vision, natural language processing, and knowledge mining with Azure AI Search and Document Intelligence. Score 70% or more on its 25 questions to earn a verifiable AI-102 Exam Readiness certificate (SOA-AI10). Every question is based on published standards and research — including What is Azure OpenAI in Azure AI Foundry Models? (Microsoft Learn), What is Azure AI Vision? (Microsoft Learn), What is Custom Vision? (Microsoft Learn) — and each answer is explained with its source.

Built for your job title

Azure AI engineer, AI developer, Solutions architect, Machine learning engineer and Cloud developer — and anyone who wants quick, verifiable proof of AI-102 skills for a CV or LinkedIn.

  • Azure AI engineer
  • AI developer
  • Solutions architect
  • Machine learning engineer
  • Cloud developer

What the test covers

Five skill areas with 5 questions each, drawn from a bank of 10 per area, so a retake brings questions you haven't seen.

  1. 01

    Plan and Manage Azure AI Solutions

    20%
    • Resources and authentication
    • Security and networking
    • Monitoring and cost
  2. 02

    Generative AI and Agents

    20%
    • Azure OpenAI deployments
    • RAG and evaluation
    • Agents
  3. 03

    Computer Vision

    20%
    • Image Analysis
    • Custom Vision
    • Face and video
  4. 04

    Natural Language Processing

    20%
    • Language service
    • Conversational language and question answering
    • Speech and translation
  5. 05

    Knowledge Mining and Information Extraction

    20%
    • Azure AI Search
    • Skillsets and knowledge stores
    • Document Intelligence

Independent practice test. Science of Apps is not affiliated with, endorsed by or sponsored by Microsoft. Product and exam names are trademarks of their owners. Passing earns a Science of Apps certificate, not the official exam credential.

Based on published standards

The questions are original scenarios, and each one names the public standard, official guide or research it draws on — shown under the question while you answer, and linked in your review. These are the sources behind this test:

Try a sample question

The most secure way for an Azure web app to call an Azure AI service without storing keys is

  1. a managed identity with Microsoft Entra ID
  2. a key emailed to every developer
  3. anonymous access to the endpoint
  4. a key pasted into the app's source code
Show the answer

A. a managed identity with Microsoft Entra ID — Managed identities avoid secrets in code. The real test has 25 questions like this.

How the test works

  1. 25 minutes, 25 questions

    One question per screen, with a progress bar and a countdown. Your progress is saved on this device if you need to pause.

  2. Graded on our server

    Answers reach the page only after you submit, so the certificate can only be earned by passing.

  3. Every answer explained

    Pass or not, you see every question with the right answer, why, and the source behind it. Pass mark 70%, distinction 90%.

  4. Your certificate

    Founder-signed, with a QR code and credential ID. Download PDF or PNG, add to LinkedIn, and it's emailed to you.

What you earn

A Science of Apps certificate for AI & Generative AI: ivory paper with a gold medal
LinkedIn-ready certificate

Pass, then add it to LinkedIn in one click

No typing. The Add to LinkedIn button opens your profile’s Licenses & certifications form already filled in: the certificate name, Science of Apps as the issuer, the issue date, your credential ID and a link recruiters can use to verify it.

  1. 1Take the 25-minute test
  2. 2Score 70% or more
  3. 3Click Add to LinkedIn
Free · no sign-up · also emailed to you as a PDF
How it shows on your LinkedIn profile

See every AI & GenAI certification and test →

Frequently asked questions

What is the AI-102 Practice Test?

The AI-102 Practice Test is a free advanced-level, 25-minute skill test from Science of Apps. It tests readiness for Microsoft's AI-102 Azure AI Engineer Associate exam — planning, securing and monitoring Azure AI solutions, generative AI and agents with Azure OpenAI and AI Foundry, computer vision, natural language processing, and knowledge mining with Azure AI Search and Document Intelligence. Score 70% or more on its 25 questions to earn a verifiable AI-102 Exam Readiness certificate (SOA-AI10). Every question is based on published standards and research — including What is Azure OpenAI in Azure AI Foundry Models? (Microsoft Learn), What is Azure AI Vision? (Microsoft Learn), What is Custom Vision? (Microsoft Learn) — and each answer is explained with its source.

How do I take the AI-102 Practice Test for free?

Read the five skill areas on this page, then take the 25-minute test online — no fee, course or sign-up. You see every answer explained when you finish. Score 70% or more and you get a AI-102 Exam Readiness certificate straight away, on screen, as a PDF and by email, with a credential ID anyone can verify.

Are the AI-102 Practice Test questions based on real standards?

Yes. The questions are original scenarios written by Science of Apps, and each one is based on a public source you can read: What is Azure OpenAI in Azure AI Foundry Models? (Microsoft Learn); What is Azure AI Vision? (Microsoft Learn); What is Custom Vision? (Microsoft Learn); What is Azure AI Document Intelligence? (Microsoft Learn); What is Azure AI Search? (Microsoft Learn); Authenticate requests to Azure AI services (Microsoft Learn). The source is shown under each question and linked in the answer review. Science of Apps doesn't copy questions from other tests.

What does the AI-102 Practice Test cover?

Five skill areas with five questions each, drawn from a bank of 10 per area so a retake brings new questions: Plan and Manage Azure AI Solutions (Resources and authentication, Security and networking and Monitoring and cost); Generative AI and Agents (Azure OpenAI deployments, RAG and evaluation and Agents); Computer Vision (Image Analysis, Custom Vision and Face and video); Natural Language Processing (Language service, Conversational language and question answering and Speech and translation); Knowledge Mining and Information Extraction (Azure AI Search, Skillsets and knowledge stores and Document Intelligence). Every question is an original scenario based on a published standard, official documentation or research, named under the question.

Who should take the AI-102 Practice Test?

Azure AI engineer, AI developer, Solutions architect, Machine learning engineer and Cloud developer. It suits anyone who wants a quick, verifiable way to show AI-102 skills, from students and career switchers to experienced professionals.

Can I use this for AI 102 exam questions, azure AI engineer associate practice test or ai-102 mock test?

Yes. The AI-102 Practice Test is free and covers all of these: 25 scenario questions in 25 minutes, each answer explained with the source it comes from, so it works as interview and exam practice. It isn't a full course, so use the areas you miss as your study list. Scoring 70% or more earns a verifiable certificate.

Is this the official AI-102 exam?

No. It is an independent practice test written to the publicly available AI-102 content outline, for checking your readiness before you book the real exam. Science of Apps is not affiliated with Microsoft, and passing earns a Science of Apps certificate rather than the official credential.

Can I take the AI-102 Practice Test from any country?

Yes. The test is online, in English and free everywhere — people take it from India, the US, the UK, Europe, Africa, Latin America and Asia-Pacific. Your certificate is dated with your own local date and can be verified from anywhere at scienceofapps.com/certification/verify/.

How long is the AI-102 Practice Test?

25 questions — 5 from each of 5 skill areas — with a 25-minute limit. You need 70% (18 of 25) to pass and 90% for distinction.

How hard is the AI-102 Practice Test?

We rate it Advanced: assumes years in the role or deep specialist knowledge. It has 25 scenario questions — 5 from each of 5 skill areas — and a 25-minute limit. You need 70% (18 of 25) to pass and 90% for distinction.

How much do Science of Apps certifications cost?

Nothing. There is no fee to take a test, to receive the certificate, to have it emailed or to verify it, and no sign-up.

How are the tests graded?

On our server, not in your browser. The answers never reach the page until you submit, so a certificate can only be earned by passing. Each certificate gets a unique credential ID stored by Science of Apps.

What happens if I don't pass?

You see your score for each area and every question with the correct answer and why, with the published source behind it. You can retake after 30 minutes, and the retake draws questions you haven't seen yet.

Do the certificates expire?

No. Every certificate is dated, so it always shows when you passed. Retake a test any time for a newer date or a higher score.

Can I add the certificate to LinkedIn?

Yes. After you pass, Add to LinkedIn opens the Licenses & certifications form with the certificate name, Science of Apps as the issuer, the issue date, your credential ID and the verification link filled in. You can also download it as a PDF or PNG, and it's emailed to you as a PDF.

How can an employer verify my certificate?

Every certificate has a credential ID and a QR code. Scanning it, or entering the ID at scienceofapps.com/certification/verify/, shows the holder's name, the certification, the score and the issue date from our records.

Are these accredited qualifications?

No. They are Science of Apps' own assessments of applied skill. They aren't issued by a university or standards body, and they work best alongside a portfolio that shows the skills in real work.

All free · no sign-up

990 more certifications to collect

Keep exploring

Read before you test

Pass it on

Challenge a friend or your team

Send them this test. It's free, takes minutes, and you can compare scores — every certificate can be verified.

Join free

Get the ideas, not the noise.

Sign up with Google and we’ll send you short UX psychology tips by email — why people tap, stall and leave, and what to do about it. Unsubscribe anytime. Prefer something to keep? Get the free Laws of UX guide as a PDF.

Get the free Laws of UX PDFFree · no spam · unsubscribe anytime
Free PDF · 74 pages · 2 editions

The Laws of UX, in one field guide

60 research-backed principles in 6 categories — what each one means, why it works on the human brain and how to use it on your own screens. Written by Sushant Singh, founder of Science of Apps, who has scaled consumer apps to lacs of users and spent 10+ years leading product across startups and digital businesses in the US, EU & India.

Pick your edition
Free PDF · 74 pages

Get Laws of UX by email

Choose your edition

You’ll also get occasional UX psychology tips. Unsubscribe anytime. Privacy policy

Free PDF · 90 pages · 2 editions

100+ Subscription Paywalls, decoded

110 real paywalls from top apps, taken apart, rated out of 5 and decoded with the Laws of UX — plus the frameworks, copy and checklists to ship your own. By Sushant Singh, founder of Science of Apps.

  • 110 paywalls rated
  • 34 Laws of UX
  • 12 frameworks

Which paywall scored 4.8 out of 5, and which scored 2.6? It’s all inside.

Pick your edition
Free PDF · 90 pages

Get 100+ Paywalls, Decoded by email

Choose your edition

You’ll also get occasional UX psychology tips. Unsubscribe anytime. Privacy policy