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| Certification Vendor: | Microsoft |
|---|---|
| Exam Name: | Designing and Implementing a Microsoft Azure AI Solution |
| Exam Number: | AI-102 |
| Real Exam Qty: | 40-60 (approximate range) |
| Passing Score: | 700 (out of 1000) |
| Certificate Validity Period: | 1 year (renewable annually via Microsoft certification renewal assessment) |
| Exam Price: | USD 165 (varies by country/region) |
| Available Languages: | Portuguese (Brazil), Spanish (Latin America), Japanese, French, English, German, Simplified Chinese, Korean |
| Exam Format: | Case studies, Multiple response, Multiple choice, Drag and drop, Build/review solution scenarios |
| Related Certifications: | Microsoft Certified: Azure AI Fundamentals (AI-900) |
| Exam Duration: | 100-120 |
| Recommended Training: | Azure AI Engineer Associate Study Resources Microsoft Learn AI-102 Learning Path |
| Exam Registration: | Microsoft Certification Exam Registration (Pearson VUE) Microsoft Learn AI-102 Certification Page |
| 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 intended for professionals who work as AI engineers, data scientists, solution architects, or developers, and who have experience with Azure services such as Azure Machine Learning, Azure Cognitive Services, and Azure Bot Service. It is also suitable for individuals who are interested in pursuing a career in AI and want to validate their skills and knowledge through a recognized certification.
NEW QUESTION # 54
You are developing an application that includes language translation.
The application will translate text retrieved by using a function named get_text_to_be_translated. The text can be in one of many languages. The content of the text must remain within the Americas Azure geography.
You need to develop code to translate the text to a single language.
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:
NEW QUESTION # 55
You are building an Azure Weblob that will create knowledge bases from an array of URLs.
You instantiate a QnAMakerClient object that has the relevant API keys and assign the object to a variable named client.
You need to develop a method to create the knowledge bases.
Which two actions should you include in the method? Each correct answer presents part of the solution.
NOTE: Each correct selection is worth one point.
Answer: B,D
Explanation:
The scenario:
* You are building an Azure WebJob to create knowledge bases from an array of URLs.
* You already have a QnAMakerClient object instantiated with the relevant API keys.
* You need to know what steps are required to create a knowledge base programmatically.
* CreateKbDTO is the request payload for creating a knowledge base.
* It contains the name of the knowledge base and its sources, which may include:
* A list of URLs.
* A list of QnA pairs (QnADTO).
* A list of files (FileDTO).
* In this case, since the WebJob provides URLs, they will be passed inside the CreateKbDTO.Sources property.
* Once the CreateKbDTO object is defined, you use the QnAMakerClient to send the request:
* var response = await client.Knowledgebase.CreateAsync(createKbDTO);
* This triggers the asynchronous creation of a new knowledge base in the QnA Maker service.
* A. Create a list of FileDTO objects: Not required here, because the question specifies URLs, not files.
* C. Create a list of QnADTO objects: Also not needed, since you're not directly supplying QnA pairs; the knowledge base will be built from URLs.
B). Call the client.Knowledgebase.CreateAsync method.
D). Create a CreateKbDTO object.
* QnA Maker - Create Knowledge Base API
* QnAMakerClient Class - Azure SDK for .NET
* CreateKbDTO Class
NEW QUESTION # 56
Select the answer that correctly completes the sentence.
Answer:
Explanation:
NEW QUESTION # 57
You develop an app in O named App1 that performs speech-to-speech translation.
You need to configure App1 to translate English to German.
How should you complete the speechTransiationConf ig object? To answer, drag the appropriate values to the correct targets. Each value may be used once, more than once, or not at all. You may need to drag the split bar between panes or scroll to view content.
NOTE: Each correct selection is worth one point.
Answer:
Explanation:
Explanation:
You are configuring speech-to-speech translation in an app. The workflow is:
* Recognize spoken input language (in this case, English).
* Translate the recognized text into the target language (in this case, German).
* (Optional) Synthesize speech in the target language.
Step 1 - SpeechRecognitionLanguage
* This property defines the input language for speech recognition.
* Since the input is English, it should be set to "en-US".
Step 2 - AddTargetLanguage
* This method specifies the output translation language(s).
* Since the requirement is to translate into German, use "de".
Other options (incorrect here):
* speechSynthesisLanguage # used if you want to output translated text as synthesized speech in the target language voice. Not required in this snippet.
* voiceName # specifies the actual voice to use for speech synthesis, not translation.
Correct Completed Code Snippet:
var translationConfig = SpeechTranslationConfig.FromSubscription(SPEECH_SUBSCRIPTION_KEY, SPEECH_SERVICE_REGION); translationConfig.SpeechRecognitionLanguage = "en-US"; translationConfig.AddTargetLanguage("de");
* Speech Translation with Azure AI Speech SDK
* SpeechTranslationConfig Class Reference
Microsoft References
NEW QUESTION # 58
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:
Explanation:
To create a single multi-service Cognitive Services resource (now Azure AI Services) that provides one key
/endpoint for multiple services , consolidates billing, and allows adding services like Text Analytics (sentiment analysis) and Computer Vision (OCR) from the same resource, you must:
* Use the Azure Resource Manager (ARM) REST API with PUT to create or update the account: PUT
/subscriptions/{subId}/resourceGroups/{rg}/providers/Microsoft.CognitiveServices/accounts/{name}?
api-version=2017-04-18
* Set " kind " : " CognitiveServices " to create the multi-service account (not a single-service kind like ComputerVision or TextAnalytics).
This satisfies the requirements: single key/endpoint, consolidated billing, and future Computer Vision use.
Microsoft Azure AI Solution References
* ARM REST for Cognitive Services accounts (create/update via PUT , multi-service " kind " : " CognitiveServices " ). https://learn.microsoft.com/azure/ai-services/management/resource-manager- create-account
* Azure AI Services multi-service resource (single endpoint/key across services). https://learn.microsoft.
com/azure/ai-services/multi-service-resource
NEW QUESTION # 59
......
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