When Microsoft technologies run your company's stack, certified staff get noticed first. The AI-102 exam is how you become one of them, and DumpStillValid gets you there with 425 practice questions for the Microsoft Designing and Implementing a Microsoft Azure AI Solution exam, verified answers included.
Microsoft AI-102 Exam Overview:
| Certification Vendor: | Microsoft |
|---|---|
| Exam Name: | Designing and Implementing a Microsoft Azure AI Solution |
| Exam Number: | AI-102 |
| Real Exam Qty: | 40-60 |
| Exam Duration: | 120 minutes |
| Related Certifications: | Microsoft Certified: Azure AI Engineer Associate |
| Exam Format: | Multiple-choice, Drag-and-drop, Case studies, Active screen questions |
| Exam Price: | $165 USD |
| Passing Score: | 700 (on a scale of 1-1000) |
| Available Languages: | Korean, Japanese, English, Chinese (Simplified) |
| Certificate Validity Period: | No expiration; certification remains valid unless Microsoft deprecates it |
| Sample Questions: |  |
| Exam Way: | In-person at Pearson VUE testing centers or online proctored exam |
| Pre Condition: | Recommended: Understanding of Azure services, REST APIs, C#, Python, or JavaScript. No mandatory prerequisites, but Azure Administrator or Developer background is beneficial. |
| Official Syllabus URL: | https://learn.microsoft.com/en-us/credentials/certifications/exams/ai-102/ |
Microsoft AI-102 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Implement Decision Support Solutions | 10-15% | - Design and implement decision automation - Monitor and optimize decision support solutions - Integrate Azure AI services into applications |
| Implement Natural Language Processing Solutions | 20-25% | - Build question answering solutions - Analyze text using Azure AI Language - Create conversational AI solutions with Azure AI Bot Service - Translate text and speech - Implement speech capabilities using Azure AI Speech |
| Implement Generative AI Solutions | 10-15% | - Apply responsible AI practices - Integrate Azure OpenAI models into applications - Use Azure OpenAI Service for generative AI - Implement prompt engineering techniques |
| Plan and Manage an Azure AI Solution | 15-20% | - Implement governance and compliance for AI solutions - Plan and configure secure AI solutions - Select appropriate Azure AI services and technologies - Manage AI costs and resource allocation |
| Implement Knowledge Mining and Document Intelligence Solutions | 15-20% | - Implement semantic and vector search - Create custom skills for Azure AI Search - Design document processing pipelines - Implement Azure AI Search solutions |
| Implement Computer Vision Solutions | 15-20% | - Read and process documents using Azure AI Document Intelligence - Implement object detection and image classification - Process video and generate insights - Analyze images using Azure AI Vision - Implement Azure AI Face service |
Read Before You Register: AI-102 Exam Q&A
Recommended: Understanding of Azure services, REST APIs, C#, Python, or JavaScript. No mandatory prerequisites, but Azure Administrator or Developer background is beneficial. These conditions come from Microsoft and can be revised, so confirm the current requirements on the official exam page: https://learn.microsoft.com/en-us/credentials/certifications/exams/ai-102/ — better a two-minute check than a wasted Microsoft Designing and Implementing a Microsoft Azure AI Solution registration.
The Microsoft Designing and Implementing a Microsoft Azure AI Solution exam gives you 120 minutes to work through 40-60 questions. Split that down and each question earns only a narrow slice of the clock — lingering too long on one item borrows time from three others. Build the habit now: run timed, full-length sessions in the DumpStillValid test engine until finishing early feels normal on the real AI-102 exam.
The AI-102 exam is Microsoft's official assessment leading to the Azure AI Engineer Associate certification, which sits at the Associate level. It validates job-ready, vendor-recognized skills — the kind employers screen for. It also belongs to a wider certification family that includes Microsoft Certified: Azure AI Engineer Associate, so it can anchor a longer credential roadmap.
Delivery takes about a minute: after payment, DumpStillValid emails your AI-102 download instantly — if nothing arrives within 2 hours, check spam and contact support for an immediate resend. Install it on as many computers as you like. On failure: take the corresponding AI-102 exam within 60 days of purchase, and a fail qualifies you for a full refund. File within 2 days after the exam with a scanned enrollment slip and the official Score Report PDF; claims close within 7 days. Excluded are attempts within 3 days of purchase, exams never actually taken, free materials, and expired orders — and the candidate name must match the payer name. Prefer to keep studying? On request we can exchange your product for two free exam products of equal value, and your original purchase keeps its update service.
The Microsoft Designing and Implementing a Microsoft Azure AI Solution syllabus divides into 6 domains, led by Implement Natural Language Processing Solutions (20-25%), Plan and Manage an Azure AI Solution (15-20%), Implement Generative AI Solutions (10-15%). Heavier domains deserve heavier study time — the complete outline with every domain is listed above on this page.
Plan on $165 USD per attempt, with 700 (on a scale of 1-1000) required to pass the Microsoft Designing and Implementing a Microsoft Azure AI Solution exam. Since every retake bills the full fee again, the cheapest strategy is arriving overprepared. Test yourself with DumpStillValid practice questions first — when your timed scores clear 700 (on a scale of 1-1000) consistently, booking the AI-102 exam becomes a formality.
Yes — a free demo is available for the Microsoft Designing and Implementing a Microsoft Azure AI Solution product, so you can review the question style and verified answers yourself first. After purchase, 365 days of free updates are included; once the year ends, the update service renews at a 50% discount from your member zone.
Microsoft Designing and Implementing a Microsoft Azure AI Solution Sample Questions:
You are building a chatbot by using the Microsoft Bot Framework Composer as shown in the exhibit. (Click the Exhibit tab.)
The chatbot contains a dialog named GetUserDetails. GetUserDetails contains a TextInput control that prompts users for their name.
The user input will be stored in a property named name.
You need to ensure that you can dispose of the property when the last active dialog ends.
Which scope should you assign to name?
- A. curn
- B. dialog
- C. conversation
- D. user
Correct Answer: B 🗳️
Explanation: Only visible for DumpStillValid members. You can sign-up / login (it's free).
You have an Azure subscription that contains an Azure OpenAI resource named AH.
You build a chatbot that will use AI1 to provide generative answers to specific questions.
You need to ensure that the responses are more creative and less deterministic.
How should you complete the code? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.
Correct Answer:
Explanation:
To generate less deterministic and more creative responses with Azure OpenAI chat completions, increase the Temperature setting. Temperature controls sampling randomness: higher values (e.g., ~0.8-1.0) yield more diverse/creative outputs; lower values (~0-0.2) are more deterministic.
The message being sent in the Messages collection is the user's prompt, so the correct role is ChatRole.User .
The role does not control creativity; it only tells the model who authored the message (system/assistant/user
/function). Creativity is governed by parameters such as Temperature (and, to a lesser extent, TopP ).
PresencePenalty biases against repeating seen tokens/topics but does not primarily increase creativity in the intended way.
So the code should look like:
new ChatCompletionsOptions()
{
Messages =
{
new ChatMessage(ChatRole.User, @ " < user prompt here > " ),
},
Temperature = ( float ) 1.0 ,
MaxTokens = 800 ,
};
Microsoft Azure AI Solution References
Azure OpenAI Service - Chat Completions parameters (Temperature controls randomness/creativity; higher = more diverse results).
Azure OpenAI Service - Message roles in chat ( system , user , assistant , function ) and their purposes.
Azure OpenAI Service - Presence/Frequency penalties vs. Temperature (penalties reduce repetition; temperature changes creativity).
You are developing an application that will use Azure Cognitive Search for internal documents.
You need to implement document-level filtering for Azure Cognitive Search.
Which three actions should you include in the solution? Each correct answer presents part of the solution.
NOTE: Each correct selection is worth one point.
- A. Retrieve all the groups.
- B. Retrieve the group memberships of the user.
- C. Send Azure AD access tokens with the search request.
- D. Create one index per group.
- E. Supply the groups as a filter for the search requests.
- F. Add allowed groups to each index entry.
Correct Answer: B,E,F 🗳️
Explanation: Only visible for DumpStillValid members. You can sign-up / login (it's free).
Select the answer that correctly completes the sentence.
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
You have an Azure subscription that contains an Azure Al Document Intelligence resource named Aldoc1 in the SO tier.
You have the lies shown in the following table.
You need to train a custom extraction model by using AIdoc1.
Which files can you upload to Document Intelligence Studio?
- A. File1, File2, and File4 only
- B. File1, File2. File3, File4, and File5
- C. File1, and File2 only
- D. File2, File4, and File5 only
- E. File1, and File5 only
Correct Answer: C 🗳️
Explanation: Only visible for DumpStillValid members. You can sign-up / login (it's free).
Diana 
Camille 
Meredith 
Rachel 
Lawrence 
Adrian 
Tyrone 
Elsa 
Heather 
Kama 
Jenny 
Haley 
Griffith 
Ronald 
