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The Microsoft AI-102 Exam covers a wide range of topics related to artificial intelligence, including designing AI solutions, creating intelligent bots, developing machine learning models, and deploying AI solutions on the Azure platform. Candidates will also be tested on their ability to evaluate and optimize their AI models, as well as their knowledge of ethical and legal considerations related to AI.
NEW QUESTION # 33
You are building an app that will enable users to upload images. The solution must meet the following requirements:
* Automatically suggest alt text for the images.
* Detect inappropriate images and block them.
* Minimize development effort.
You need to recommend a computer vision endpoint for each requirement.
What should you recommend? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.
Answer:
Explanation:
NEW QUESTION # 34
You are developing an internet-based training solution for remote learners.
Your company identifies that during the training, some learners leave their desk for long periods or become distracted.
You need to use a video and audio feed from each learner's computer to detect whether the learner is present and paying attention. The solution must minimize development effort and identify each learner.
Which Azure Cognitive Services service should you use for each requirement? 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/azure/cognitive-services/what-are-cognitive-services
NEW QUESTION # 35
You have an Azure subscription that contains an Azure Al Content Safety resource named Resource1.
You create the following cURL command.
For each of the following statements, select Yes if the statement is true. Otherwise, select No.
NOTE: Each correct selection is worth point.
Answer:
Explanation:
Explanation:
The text value must use JSON-formatted text. No
The command will analyze inputted text and identify whether the text contains published song lyrics. Yes The Ocp-Apim-Subscription-Key value must contain the ID of the Azure subscription that hosts Resource1.
No
Comprehensive Detailed Explanation
* The cURL calls the Protected Material detection endpoint: POST {endpoint}/contentsafety/text:
detectProtectedMaterial?api-version=2024-09-01. This API expects a JSON body with a text property whose value is a plain string (the content to check). The body is JSON, but the text value itself is not required to be "JSON-formatted text"; it's just ordinary text inside a JSON payload. Hence, statement 1 is No . Microsoft Learn
* The Protected Material (text) feature "flags any known text content ... such as song lyrics , articles, recipes, and selected web content." Therefore, this command will analyze the input and can identify whether it contains published song lyrics. Statement 2 is Yes .
* Ocp-Apim-Subscription-Key is the API (resource) key used to authenticate requests to Azure AI services or APIs fronted by API Management. It is not the Azure subscription ID . Authentication guidance explicitly states the header carries a resource key or token; API Management documentation identifies Ocp- Apim-Subscription-Key as the subscription key header. Therefore, statement 3 is No .
Microsoft Azure AI References
* Detect Text Protected Material - REST API (endpoint, request/response schema): Microsoft Learn
* Protected material detection (concepts; includes song lyrics examples): Microsoft Learn
* What's new in Azure AI Content Safety (mentions protected material detection for lyrics): Microsoft Learn
* Azure AI services authentication (resource key in headers): Microsoft Learn
* API Management subscriptions (meaning of Ocp-Apim-Subscription-Key): Microsoft Learn
NEW QUESTION # 36
Hotspot Question
You have an Azure subscription that contains an Azure AI Content Safety resource named Resource1.
You create the following cURL command.
For each of the following statements, select Yes if the statement is true. Otherwise, select No.
NOTE: Each correct selection is worth point.
Answer:
Explanation:
Explanation:
Box 1: Yes
Using cURL to POST JSON data
We can use cURL to POST JSON data to a server. To send a POST request with cURL, we need to use the -X flag to specify the HTTP method and the -H flag to set the Content-Type header to application/json. We also need to pass the JSON data in the request body using the -d flag.
Box 2: Yes
The Protected material detection APIs scan the output of large language models to identify and flag known protected material. The APIs are designed to help organizations prevent the generation of content that closely matches copyrighted text or code.
The Protected material text API flags known text content (for example, song lyrics, articles, recipes, and selected web content) that might be output by large language models.
Box 3: No
This is the subscription key, not the subscription ID. They are not the same.
Your Azure Subscription ID is different from the Subscription Key of your resource. You can find your Subscription ID on the Overview tab. For authentication, Your API key is located on Keys and Endpoint tab (you can use Key 1 for authentication). Key 2 is more like a backup key and can useful for avoiding service interruption when when generating new keys.
Reference:
https://saturncloud.io/blog/how-do-i-post-json-data-with-curl
https://learn.microsoft.com/en-us/azure/ai-services/content-safety/concepts/protected-material
https://learn.microsoft.com/en-us/answers/questions/447395/authentication-for-azure-form- recognizer
https://learn.microsoft.com/en-us/azure/api-management/api-management-subscriptions
NEW QUESTION # 37
You have a custom Azure OpenAI model.
You have the files shown in the following table.
You need to prepare training data for the model by using the OpenAI CLI data preparation tool. Which files can you upload to the tool?
Answer: F
NEW QUESTION # 38
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