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| Section | Objectives |
|---|---|
| Topic 1: Implement Knowledge Mining and Document Intelligence | - Build Azure AI Search solutions - Enrich and index data for search scenarios - Implement document intelligence solutions |
| Topic 2: Implement Generative AI Solutions | - Integrate prompt engineering techniques - Implement Azure OpenAI Service solutions - Build retrieval-augmented generation (RAG) solutions |
| Topic 3: Implement Computer Vision Solutions | - Extract information using OCR and form recognition - Implement custom vision models - Analyze images and videos using Azure AI Vision |
| Topic 4: Plan and Manage an Azure AI Solution | - Plan solution requirements and architecture - Manage security, compliance, and responsible AI - Select appropriate Azure AI services |
| Topic 5: Implement Natural Language Processing Solutions | - Implement question answering and conversational AI - Analyze text using Azure AI Language - Translate and interpret language using Azure AI services |
>> AI-102 Valid Practice Questions <<
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NEW QUESTION # 55
Select the answer that correctly completes the sentence.
Answer:
Explanation:
Explanation
NEW QUESTION # 56
You are building a chatbot.
You need to use the Content Moderator service to identify messages that contain sexually explicit language.
Which section in the response from the service will contain the category score, and which category will be assigned to the message? To answer, select the appropriate options in the answer area, NOTE: Each correct selection is worth one point.
Answer:
Explanation:
Explanation:
Comprehensive Detailed Explanation The scenario:
* You are using Azure Content Moderator to filter chatbot messages.
* You must detect sexually explicit language.
* The question asks: which section of the response provides the category score, and which category number corresponds to sexual content.
Step 1 - Understand Content Moderator response structure
Content Moderator returns several sections:
* Classification # Provides scores for categories of potentially unsafe or inappropriate content.
* PII # Identifies personally identifiable information (phone numbers, email, addresses, etc.).
* Terms # Identifies terms from a custom or built-in blocklist.
Since the requirement is sexually explicit language detection, the correct section is Classification.
Step 2 - Identify the correct Category
Content Moderator's Classification section returns three default categories:
* Category 1: Potentially sexually explicit or adult content.
* Category 2: Potentially sexually suggestive content.
* Category 3: Offensive or derogatory language.
Since the question specifies sexually explicit language, the correct category is 1.
Correct Answer Mapping:
* Section: Classification
* Category: 1
* Content Moderator - Text moderation (classification categories explained)
* Content Moderator overview and response schema
Microsoft References
NEW QUESTION # 57
You are building a model that will be used in an iOS app.
You have images of cats and dogs. Each image contains either a cat or a dog.
You need to use the Custom Vision service to detect whether the images is of a cat or a dog.
How should you configure the project in the Custom Vision portal? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.
Answer:
Explanation:
Reference:
https://cran.r-project.org/web/packages/AzureVision/vignettes/customvision.html
NEW QUESTION # 58
You have a web app that uses Azure AI search.
When reviewing activity, you see greater than expected search query volumes. You suspect that the query key is compromised.
You need to prevent unauthorized access to the search endpoint and ensure that users only have read only access to the documents collection. The solution must minimize app downtime.
Which three action should you perform in sequence? To answer, more the appropriate actions from the list of actions to the answer area and arrange them in the correct order.
Answer:
Explanation:
Explanation:
Comprehensive Detailed Explanation
You are dealing with Azure AI Search (formerly Azure Cognitive Search). The issue is that the query key is compromised, and you need to ensure minimal downtime while keeping users with read-only access.
Azure AI Search uses two types of keys:
Admin keys (full control - manage indexes, data sources, etc.)
Query keys (read-only access for client applications)
If a query key is compromised, the remediation must be safe and fast, without breaking the application unnecessarily.
Step 1 - Add a new query key
Instead of immediately deleting the compromised key, first generate a new query key in the Azure portal or via API. This ensures you have a replacement ready before cutting off the old key.
Step 2 - Change the app to use the new key
Update your web app configuration (for example, connection strings or environment variables) so that it authenticates against Azure AI Search using the newly created query key. This step ensures a smooth transition with minimal downtime.
Step 3 - Delete the compromised key
Finally, once your app is verified to work with the new query key, remove the old compromised key to prevent any further unauthorized access.
Correct Order:
Add a new query key.
Change the app to use the new key.
Delete the compromised key.
Microsoft References
Manage admin and query keys in Azure AI Search
Best practices for key management
NEW QUESTION # 59
You have a Custom Vision resource named acvdev in a development environment.
You have a Custom Vision resource named acvprod in a production environment.
In acvdev, you build an object detection model named obj1 in a project named proj1.
You need to move obj1 to acvprod.
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.
Answer:
Explanation:
1 - Use the GetProjects endpoint on acvdev.
2 - Use the ExportProject endpoint on acvdev.
3 - Use the ImportProject endpoing on acvprod.
Reference:
https://docs.microsoft.com/en-us/azure/cognitive-services/luis/luis-tutorial-pattern#what-did-this-tutorial-accomplish
NEW QUESTION # 60
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