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| Section | Objectives |
|---|---|
| Implement Natural Language Processing Solutions | - Analyze text using Azure AI Language - Implement question answering and conversational AI - Translate and interpret language using Azure AI services |
| Plan and Manage an Azure AI Solution | - Select appropriate Azure AI services - Manage security, compliance, and responsible AI - Plan solution requirements and architecture |
| Implement Knowledge Mining and Document Intelligence | - Build Azure AI Search solutions - Implement document intelligence solutions - Enrich and index data for search scenarios |
| Implement Computer Vision Solutions | - Extract information using OCR and form recognition - Analyze images and videos using Azure AI Vision - Implement custom vision models |
| Implement Generative AI Solutions | - Build retrieval-augmented generation (RAG) solutions - Implement Azure OpenAI Service solutions - Integrate prompt engineering techniques |
>> Microsoft AI-102 Reliable Test Questions <<
We present our Microsoft AI-102 real questions in PDF format. It is beneficial for those applicants who are busy in daily routines. The AI-102 PDF QUESTIONS contains all the exam questions which will appear in the real test. You can easily get ready for the examination in a short time by just memorizing AI-102 Actual Questions.
NEW QUESTION # 187
You plan to use containerized versions of the Anomaly Detector API on local devices for testing and in on-premises datacenters.
You need to ensure that the containerized deployments meet the following requirements:
Prevent billing and API information from being stored in the command-line histories of the devices that run the container.
Control access to the container images by using Azure role-based access control (Azure RBAC).
Which four 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. (Choose four.) NOTE: More than one order of answer choices is correct. You will receive credit for any of the correct orders you select.
Answer:
Explanation:
NEW QUESTION # 188
You are developing a solution to generate a word cloud based on the reviews of a company's products.
Which Text Analytics REST API endpoint should you use?
Answer: C
Explanation:
The key phrases provide us with the important words from our customer comments, not just the most common words. Also, word sizing in the resulting cloud isn't skewed by the frequent use of a word in a relatively small number of comments.
https://docs.microsoft.com/en-us/azure/cognitive-services/language-service/key-phrase- extraction/tutorials/integrate-power-bi#create-the-word-cloud
NEW QUESTION # 189
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:
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.
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.
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.
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.
* Manage admin and query keys in Azure AI Search
* Best practices for key management
NEW QUESTION # 190
You have the following C# function.
You call the function by using the following code.
Following 'key phrases' what output will you receive?
Answer: D
Explanation:
The provided code uses the Azure AI Language - Text Analytics client to call the ExtractKeyPhrases method.
* The method ExtractKeyPhrases(text) identifies the most important words and phrases in the input text.
* The input string is:
* " the quick brown fox jumps over the lazy dog "
* The ExtractKeyPhrases API removes stopwords such as " the, " " over, " and " jumps " and extracts only meaningful keywords.
Therefore, the returned list of key phrases will include:
* " Quick brown fox "
* " Lazy dog "
When printed, the console output after " Key phrases: " will show:
Quick brown fox
Lazy dog
This matches option C (Quick brown fox lazy dog), since the key phrases are concatenated as output lines.
C). Quick brown fox lazy dog
* Azure AI Language - Key phrase extraction
* TextAnalyticsClient.ExtractKeyPhrases method (Azure.AI.TextAnalytics) Microsoft References
NEW QUESTION # 191
Hotspot Question
You have an app that uses the Azure AI Language custom question answering service.
You need to add alternatives for the word testing by using the Authoring API.
How should you complete the JSON payload? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.
Answer:
Explanation:
Explanation:
Reference:
https://learn.microsoft.com/en-us/azure/ai-services/language-service/question-answering/how- to/authoring
NEW QUESTION # 192
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