Microsoft Designing and Implementing a Microsoft Azure AI Solution : AI-102 Exam

  • Exam Code: AI-102
  • Exam Name: Designing and Implementing a Microsoft Azure AI Solution
  • Updated: Oct 13, 2026
  • Q & A: 425 Questions and Answers

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About Microsoft Designing and Implementing a Microsoft Azure AI Solution : AI-102 Exam Questions

The online engine does not care where you are: download the AI-102 version once while connected, and DumpsActual lets you study offline from that point forward — a feature our phone-first candidates lean on constantly.

Microsoft AI-102 Exam Overview:

Certification Vendor:Microsoft
Exam Name:Designing and Implementing a Microsoft Azure AI Solution
Exam Number:AI-102
Exam Duration:100-120
Exam Format:Case studies, Drag and drop, Multiple choice, Multiple response, Build/review solution scenarios
Passing Score:700 (out of 1000)
Available Languages:Spanish (Latin America), Portuguese (Brazil), Japanese, English, French, Simplified Chinese, Korean, German
Real Exam Qty:40-60 (approximate range)
Related Certifications:Microsoft Certified: Azure AI Fundamentals (AI-900)
Certificate Validity Period:1 year (renewable annually via Microsoft certification renewal assessment)
Exam Price:USD 165 (varies by country/region)
Recommended Training:Microsoft Learn AI-102 Learning Path
Azure AI Engineer Associate Study Resources
Exam Registration:Microsoft Certification Exam Registration (Pearson VUE)
Microsoft Learn AI-102 Certification Page
Sample Questions:Free Download real AI-102 actual tests
Exam Way:Online proctored or onsite test center (Pearson VUE)
Pre Condition:No formal prerequisites required, but familiarity with Azure fundamentals and AI/ML concepts is recommended
Official Syllabus URL:https://learn.microsoft.com/en-us/credentials/certifications/azure-ai-engineer/

Microsoft AI-102 Exam Syllabus Topics:

SectionObjectives
Plan and Manage an Azure AI Solution- Manage security, compliance, and responsible AI
- Plan solution requirements and architecture
- Select appropriate Azure AI services
Implement Knowledge Mining and Document Intelligence- Implement document intelligence solutions
- Enrich and index data for search scenarios
- Build Azure AI Search solutions
Implement Natural Language Processing Solutions- Implement question answering and conversational AI
- Translate and interpret language using Azure AI services
- Analyze text using Azure AI Language
Implement Generative AI Solutions- Integrate prompt engineering techniques
- Build retrieval-augmented generation (RAG) solutions
- Implement Azure OpenAI Service solutions
Implement Computer Vision Solutions- Implement custom vision models
- Extract information using OCR and form recognition
- Analyze images and videos using Azure AI Vision

Microsoft Designing and Implementing a Microsoft Azure AI Solution Questions Buyers Commonly Ask

Because preparation here is practical and self-correcting. 425 practice questions for the AI-102 exam carry verified answers, the simulator marks every attempt and flags the wrong ones for repeat practice until mastery, and the whole package — PDF, software, online — stays current with daily checks. Individuals prepare for their own certifications; companies prepare whole teams with us. Either way, the material works the same way: rehearse, see your mistakes, fix them.
The official Microsoft Designing and Implementing a Microsoft Azure AI Solution outline distributes weight this way:
  • Implement Natural Language Processing Solutions ()
  • Implement Knowledge Mining and Document Intelligence ()
  • Implement Generative AI Solutions ()
Let the heavy domains anchor your simulator sessions, and let the flagged wrong questions from each run decide where your next hour goes.
No formal prerequisites required, but familiarity with Azure fundamentals and AI/ML concepts is recommended
Feedback is the difference. The PDF version serves printing and handwritten annotation well, but it cannot watch you practice. The AI-102 simulator recreates the real test scene, marks your performance automatically, points out the questions you answered incorrectly, and keeps them flagged so you rehearse them until mastery — the moment exam nervousness disappears. For pure reading and note-taking, the PDF remains excellent; for becoming exam-ready, most candidates rightly choose the simulator.
Yes — company accounts are a steady part of DumpsActual's business. Some organizations buy AI-102 materials for entire teams, some cover exam fees for employees they consider promising, and some build long-term relationships with us for their ongoing Microsoft Designing and Implementing a Microsoft Azure AI Solution training needs. Company customers also receive preferential pricing, and individuals arriving through personal recommendations from colleagues get the same verified material that convinced their teams in the first place.
Through the official channel: Microsoft Certification Exam Registration (Pearson VUE) Microsoft Learn AI-102 Certification Page Create an account, choose a test center or online proctoring, pick your date, and pay the fee to confirm.
Around 40-60 (approximate range) questions in 100-120 minutes. Rehearsing under those exact conditions on the simulator — with 425 practice questions for the AI-102 exam available — makes the real session a familiar scene rather than a first encounter.
Microsoft Learn AI-102 Learning Path Azure AI Engineer Associate Study Resources An official course supplies structured theory; the verified DumpsActual simulator turns that theory into practiced, marked, corrected exam skill.
You need 700 (out of 1000) to pass, and the fee is USD 165 (varies by country/region). Thorough simulator rehearsal with verified DumpsActual material is the soundest way to protect that fee from a retake.

Microsoft Designing and Implementing a Microsoft Azure AI Solution Sample Questions:

Question #1

You need to upload speech samples to a Speech Studio project. How should you upload the samples?

  • A. Upload a .zip file that contains a collection of audio files in the .wav format and a corresponding text transcript file.
  • B. Combine the speech samples into a single audio file in the .wma format and upload the file.
  • C. Upload individual audio files in the FLAC format and manually upload a corresponding transcript in Microsoft Word format.
  • D. Upload individual audio files in the .wma format.
Reveal Solution  Discussion  0

Correct Answer: A  🗳️

Explanation: Only visible for DumpsActual members. You can sign-up / login (it's free).

Question #2

Select the answer that correctly completes the sentence.

Reveal Solution  Discussion  0

Correct Answer:


Explanation:

In SQL, DML (Data Manipulation Language) statements include SELECT , INSERT , UPDATE , and DELETE . Often, you need to filter which rows are affected or returned. That filtering is done with the WHERE clause.
Let's review the options:
ALTER
Used in Data Definition Language (DDL), not DML.
Alters the structure of a database object (e.g., add/remove columns, modify constraints).
Not used to filter rows.
ON
Used in JOIN operations to specify the relationship between tables.
Does not specify row-level filtering criteria in general DML.
SET
Used in the UPDATE statement to assign new values to columns.
Does not specify which rows to update.
WHERE
Used in DML statements to specify criteria for rows that must match.
Examples:
SELECT * FROM Customers WHERE Country = ' USA ' ;
DELETE FROM Orders WHERE OrderDate < ' 2020-01-01 ' ;
UPDATE Products SET Price = Price * 1.1 WHERE CategoryID = 5;
Thus, the correct clause is WHERE.
The answer: WHERE
Microsoft References
SQL WHERE clause
SQL UPDATE with WHERE
SQL DELETE with WHERE

Question #3

You successfully run the following HTTP request.
POST https://management.azure.com/subscriptions/18c51a87-3a69-47a8-aedc-a54745f708a1/resourceGroups
/RG1/providers/Microsoft.CognitiveServices/accounts/contosol/regenerateKey?api-version=2017-04-18 Body{ " keyName " : " Key2 " } What is the result of the request?

  • A. The secondary subscription key was reset.
  • B. The primary subscription key and the secondary subscription key were rotated.
  • C. A new query key was generated.
  • D. A key for Azure Cognitive Services was generated in Azure Key Vault.
Reveal Solution  Discussion  0

Correct Answer: A  🗳️

Explanation: Only visible for DumpsActual members. You can sign-up / login (it's free).

Question #4

You have data saved in the following format.

Which format was used?

  • A. CSV
  • B. YAML
  • C. JSON
  • D. HTML
Reveal Solution  Discussion  0

Correct Answer: A  🗳️

Explanation: Only visible for DumpsActual members. You can sign-up / login (it's free).

Question #5

You are building an Azure Cognitive Search custom skill.
You have the following custom skill schema definition.

For each of the following statements, select Yes if the statement. Otherwise, select No.
NOTE: Each correct selection is worth one point.

Reveal Solution  Discussion  0

Correct Answer:


Explanation:

Code Recap (Custom Skill JSON Schema)
{
" @odata.type " : " #Microsoft.Skills.Custom.WebApiSkill " ,
" description " : " My custom skill description " ,
" uri " : " https://contoso-webskill.azurewebsites.net/api/process " ,
" context " : " /document/organizations/* " ,
" inputs " : [
{
" name " : " companyName " ,
" source " : " /document/organizations/* "
}
],
" outputs " : [
{
" name " : " companyDescription "
}
]
}
Statement Analysis
CompanyDescription is available for indexing.
Yes.
The skill produces an output field called companyDescription . Outputs of a custom skill become part of the enrichment tree, which can then be projected into the search index or knowledge store.
The definition calls a web API as part of the enrichment process.
Yes.
This is a Web API skill ( @odata.type: #Microsoft.Skills.Custom.WebApiSkill ) with a uri pointing to
https://contoso-webskill.azurewebsites.net/api/process . This means an external web API is called to enrich data.
The enrichment step is called only for the first organization under /document/organizations .
No.
The context is set to " /document/organizations/* " , where the * means the skill runs for each element in the collection. It is not limited to the first element.
Final Answer
CompanyDescription is available for indexing # Yes
The definition calls a web API as part of the enrichment process # Yes
The enrichment step is called only for the first organization under /document/organizations # No Microsoft References Custom skills in Azure Cognitive Search Enrichment tree and skill context Reference:
https://docs.microsoft.com/en-us/azure/search/cognitive-search-output-field-mapping

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