Azure AI-102 (Azure AI Engineer Associate (AI-102)) — Free Online Mock Test
Microsoft Azure AI Engineer Associate. 40-60 questions, 100 min. Cognitive Services, Azure OpenAI, computer vision, NLP, conversational AI, content moderation. · Official language: English.
Azure AI-102 exam at a glance
Azure AI-102 full-length mock tests
Attempt 50 full-length Azure AI-102 mock tests, each a distinct question set built on the real 55-question, 100-minute pattern — with instant scoring and section-wise analysis. The first 3 are free.
Azure AI-102 key facts & eligibility
| Conducting body | Microsoft; delivered via Pearson VUE. |
|---|---|
| Official website | learn.microsoft.com ↗ |
| Mode | A proctored exam (online or at a Pearson VUE centre) of about 40–60 questions, some in case-study sets, in roughly 100 minutes. |
| Frequency | On demand, year-round. |
| Scoring & marking | Scored 1–1000 with 700 to pass. Covers planning and managing an Azure AI solution, implementing generative-AI and agentic solutions, computer vision, natural language processing, and knowledge mining/document intelligence — using Azure AI Foundry, Azure OpenAI, AI Search and related services. |
| Score validity | 1 year, renewed free via an online assessment on Microsoft Learn. |
| Language | English and several other languages. |
Who is eligible for Azure AI-102?
No exam prerequisite; Microsoft expects experience building AI solutions on Azure plus Python or C#.
Last verified July 2026 against Microsoft — AI-102 (Azure AI Engineer). Always confirm current details on the official website before you register.
Azure AI-102 section breakdown
The Azure AI-102 mock test on Wrexa Edge replicates the real exam's section structure — same names, same question count per section, same time limits. No inter-section breaks — the timer runs continuously.
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AI-102 (55 Q)
Azure AI-102 scoring & marking scheme
Strategy: Azure AI-102 has no negative marking. Attempt every question — blank answers cost you potential marks but cannot pull your score down.
Scale: AI-102 (pass 700/1000).
How Azure AI-102 is conducted
- Mode
- Test format
- Backtracking
- Mark for review
Azure AI-102 time strategy
With 55 questions in 100 minutes, you have about 109 seconds per question on average. Successful candidates aim for the following pacing on each section:
- AI-102 (55 Q)
Wrexa Edge's analytics show your actual time-per-question after every mock so you can spot which sections you're losing time on.
Azure AI-102 topics covered
Across the 50 Wrexa Edge variants of Azure AI-102, the following topics appear most often (sample distribution from one variant):
AI-102 (55 Q)
- ML — Recall · 1
- ML — F1 · 1
- ML — AUC-ROC · 1
- ML — Macro Average · 1
- ML — RMSE · 1
- DL — Activations · 1
- DL — Vanishing Gradients · 1
- DL — Batch Norm · 1
Azure AI-102 difficulty calibration
Advanced tier. Advanced-level: high-stakes exam with rigorous content depth. Expect 4-8 months of structured prep.
Microsoft Azure AI Engineer Associate. 40-60 questions, 100 min. Cognitive Services, Azure OpenAI, computer vision, NLP, conversational AI, content moderation. · Official language: English.
Verified content — Wrexa Edge's Azure AI-102 bank has been deeply curated with real exam-aligned content (estimated 100% syllabus coverage).
How Wrexa Edge prepares you for Azure AI-102
- Real test-day interface
- 50 distinct variants
- Detailed analytics
- Spaced repetition (Notebook)
- Optional proctoring
- Free to start
Expert take: what Azure AI-102 really tests
AI-102 is Microsoft’s Azure AI Engineer exam, and it has shifted decisively toward generative AI: alongside the classic computer-vision and NLP domains, it now emphasises building generative-AI and agentic solutions with Azure OpenAI, retrieval-augmented generation via AI Search, and Azure AI Foundry. It is a build exam — hands-on experience wiring these services together (in Python or C#) is what separates a pass from a struggle.
Preparation tips
- Build with Azure OpenAI, AI Search (RAG) and Azure AI Foundry hands-on.
- Do not neglect the still-heavy NLP domain (25–30%) alongside generative AI.
- Practise wiring services together with the SDKs, not just reading about them.
Common mistakes to avoid
- Preparing from older AI-102 material that predates the generative-AI/agent focus.
- Studying concepts without building an actual Azure AI solution.
Azure AI-102 study plan
A phase-by-phase roadmap from your first concept to test-ready. Stretch or compress each phase to fit the time you have before your attempt.
- Learn to plan, provision, secure and monitor Azure AI solutions
- Study Azure AI Foundry, AI services and responsible-AI practices
- Work the free Microsoft Learn AI-102 path with an Azure subscription
- Build generative-AI and agentic solutions with Azure OpenAI (and RAG via AI Search)
- Implement computer-vision and natural-language-processing solutions
- Cover knowledge mining and document intelligence
- Take the official practice assessment; aim above 700/1000
- Re-drill the NLP and gen-AI domains, which carry heavy weight
- Build a small end-to-end AI app to consolidate the skills
Where Azure AI-102 can take you
A strong Azure AI-102 result opens up these careers and higher-study paths:
- Azure AI engineer
- Generative-AI developer
- ML / cognitive services developer
- AI solution architect pathway
Best books & official prep for Azure AI-102
- Exam Ref AI-102 — Microsoft Press
- Microsoft Learn AI-102 path — Microsoft
- AI-102 practice assessments — Microsoft / Various
- Hands-on Azure AI (Foundry / OpenAI) — Microsoft
Official practice: Microsoft Learn provides the free AI-102 path and practice assessment; the exam now emphasises generative AI and agents, so build with Azure OpenAI and AI Foundry.
Previous-year papers: Microsoft does not release past exams; the study guide and official practice assessment are the best preparation.
Frequently asked questions
- What is the Azure AI-102 exam pattern?
- Azure AI Engineer Associate (AI-102) contains 55 questions across 1 section: AI-102 (55 Q). Total duration is 100 minutes (about 109 seconds per question).
- Does Azure AI-102 have negative marking?
- No — Azure AI-102 has no negative marking. Each correct answer is worth 1 mark, so attempt every question.
- How is Azure AI-102 scored?
- Scaled score range: 100 to 1000. AI-102 (pass 700/1000).
- How can I practise Azure AI-102 online for free?
- Wrexa Edge gives you 3 free full-length Azure AI-102 mock tests — with instant scoring, detailed explanations and analytics — plus 47 more with Pro. Start practising in under a minute, no card required.
- What is the difficulty level of Azure AI-102?
- Azure AI-102 is rated Advanced difficulty on Wrexa Edge. Advanced-level: high-stakes exam with rigorous content depth. Expect 4-8 months of structured prep. Microsoft Azure AI Engineer Associate. 40-60 questions, 100 min. Cognitive Services, Azure OpenAI, computer vision, NLP, conversational AI, content moderation. · Official language: English.
- How long is the Azure AI-102 exam?
- Azure AI-102 runs for 100 minutes total. On Wrexa Edge the timer is enforced exactly as on the real exam — including no inter-section breaks.
- What topics are covered in Azure AI-102?
- Azure AI-102 is split into: AI-102 (55 Q). Each section is timed and weighted separately. Microsoft Azure AI Engineer Associate. 40-60 questions, 100 min. Cognitive Services, Azure OpenAI, computer vision, NLP, conversational AI, content moderation. · Official language: English.
- What tools or aids are allowed during Azure AI-102?
- No special tools are required. Note: real exam is proctored — Wrexa Edge mirrors this with a webcam-based proctoring flow you can enable.
- Is the Azure AI-102 test adaptive?
- No — Azure AI-102 is a fixed-form (linear) test. Every candidate sees the same number of questions per section.
- How many Azure AI-102 mock tests does Wrexa Edge offer?
- Wrexa Edge generates 50 distinct Azure AI-102 variants — each with different question content, not just shuffled options — the first 3 free for everyone and 47 more with Pro. That's 2750 unique practice questions in the real test-day interface.
- Is there a free Azure AI-102 test series 2026?
- Yes. The Wrexa Edge Azure AI-102 test series for 2026 gives you 3 free full-length mock tests (50 in total) plus subject-wise and topic-wise tests — instant scoring and detailed analysis, no card required.
- Are Azure AI-102 previous year question–style papers included?
- Every Azure AI-102 mock is modelled on the official exam pattern and the style of previous years' papers — the same 55-question structure, sections and marking — so your practice mirrors the real paper you'll sit.
- Which is the best free Azure AI-102 mock test online?
- Wrexa Edge's Azure AI-102 mock test replicates the real exam interface, timing and marking scheme, with instant score, section-wise analysis and 50 fresh variants — a strong free choice for 2026 preparation.
- Can I take the Azure AI-102 mock test on mobile?
- Yes. Azure AI-102 mock tests run in any browser on mobile, tablet or desktop — no app or download needed. Start on your phone and your progress and analytics sync when you sign in.
- What is the Azure AI-102 syllabus?
- The Azure AI-102 syllabus maps to its 1 section: AI-102 (55 Q). Wrexa Edge's mock tests cover the complete syllabus topic by topic — see the topics-covered breakdown above — so you practise every area at real exam difficulty.
- What is the eligibility for Azure AI-102?
- No exam prerequisite; Microsoft expects experience building AI solutions on Azure plus Python or C#. Wrexa Edge focuses on realistic Azure AI-102 practice: 3 free full-length mocks in the exact exam pattern, ready whenever you are.
- When is the Azure AI-102 exam and how should I prepare?
- Official Azure AI-102 exam dates are announced by the conducting body for each cycle — check the latest notification for the current schedule. To be ready, follow a phased study plan and take full-length timed mocks; Wrexa Edge gives you 3 free Azure AI-102 mocks with instant scoring so you can track your readiness week by week.
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