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Microsoft AI-102 Exam Overview:

Certification Vendor:Microsoft
Exam Name:Designing and Implementing a Microsoft Azure AI Solution
Exam Number:AI-102
Available Languages:French, Portuguese (Brazil), English, German, Spanish (Latin America), Korean, Simplified Chinese, Japanese
Certificate Validity Period:1 year (renewable annually via Microsoft certification renewal assessment)
Exam Duration:100-120
Exam Format:Multiple choice, Build/review solution scenarios, Multiple response, Case studies, Drag and drop
Passing Score:700 (out of 1000)
Real Exam Qty:40-60 (approximate range)
Exam Price:USD 165 (varies by country/region)
Related Certifications:Microsoft Certified: Azure AI Fundamentals (AI-900)
Recommended Training:Microsoft Learn AI-102 Learning Path
Azure AI Engineer Associate Study Resources
Exam Registration:Microsoft Learn AI-102 Certification Page
Microsoft Certification Exam Registration (Pearson VUE)
Sample Questions:Microsoft AI-102 Sample Questions
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/

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Microsoft AI-102 exam is designed for individuals who want to validate their expertise in designing and implementing Azure AI solutions. AI-102 exam measures the candidate's ability to use Azure services to build intelligent solutions that can analyze data, recognize speech, and interpret images. AI-102 exam is ideal for individuals who have experience in using Azure Machine Learning, Cognitive Services, and Bot Framework to build artificial intelligence solutions. Candidates who Pass AI-102 Exam demonstrate that they have the skills required to design and implement AI solutions that meet business needs.

Microsoft Designing and Implementing a Microsoft Azure AI Solution Sample Questions (Q406-Q411):

NEW QUESTION # 406
You need to create a new resource that will be used to perform sentiment analysis and optical character recognition (OCR). The solution must meet the following requirements:
Use a single key and endpoint to access multiple services.
Consolidate billing for future services that you might use.
Support the use of Computer Vision in the future.
How should you complete the HTTP request to create the new resource? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.

Answer:

Explanation:

Reference:
https://docs.microsoft.com/en-us/rest/api/deviceupdate/resourcemanager/accounts/create
https://www.analyticsvidhya.com/blog/2020/12/microsoft-azure-cognitive-services-api-for-ai-development/


NEW QUESTION # 407
You are building an Al solution that will use Sentiment Analysis results from surveys to calculate bonuses for customer service staff. You need to ensure that the solution meets the Microsoft responsible Al principles.
What should you do?

Answer: C

Explanation:
This question aligns with Microsoft Responsible AI principles (Fairness, Reliability & Safety, Privacy & Security, Inclusiveness, Transparency, and Accountability).
The scenario:
Sentiment Analysis is used to determine staff bonuses (a financial impact).
Automated sentiment classification can be biased or produce incorrect results.
Decisions that affect people's financial or legal status should never be made fully automated.
Analysis of the options:
A). Add a human review and approval step # Correct. This ensures accountability and fairness, reducing harm from potential model bias or errors.
B). Include results even with low confidence # Wrong. That increases risk of incorrect decisions.
C). Use all surveys including deleted accounts # Wrong. Violates privacy and compliance.
D). Publish raw survey data # Wrong. Violates privacy and security principles.
Therefore, the best responsible AI-compliant action is to add human review before making financial decisions.
Correct Answer for Q186: A
Microsoft Reference
Microsoft Responsible AI principles
Responsible use of AI in decision-making


NEW QUESTION # 408
You are designing a content management system.
You need to ensure that the reading experience is optimized for users who have reduced comprehension and learning differences, such as dyslexia. The solution must minimize development effort.
Which Azure service should you include in the solution?

Answer: C

Explanation:
https://learn.microsoft.com/en-us/azure/ai-services/immersive-reader/overview


NEW QUESTION # 409
Drag and Drop Question
You have an app that manages feedback.
You need to ensure that the app can detect negative comments by using the Sentiment Analysis API in Azure AI Language. The solution must ensure that the managed feedback remains on your company's internal network.
Which three actions should you perform in sequence? To answer, move the appropriate actions from the list of actions to the answer area and arrange them in the correct order.
NOTE: More than one order of answer choices is correct. You will receive credit for any of the correct orders you select.

Answer:

Explanation:

Explanation:
https://learn.microsoft.com/en-us/azure/ai-services/language-service/sentiment-opinion- mining/how-to/use-containers


NEW QUESTION # 410
You are developing the shopping on-the-go project.
You need to build the Adaptive Card for the chatbot.
How should you complete the code? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.

Answer:

Explanation:

Explanation
Text Description automatically generated

Text Description automatically generated

Box 1: name.en
Box 2: "$when": "${stockLevel != 'OK'}"
Product displays must include images and warnings when stock levels are low or out of stock.
Box 3:image.altText.en


NEW QUESTION # 411
......

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