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Microsoft AI-102 Exam Syllabus Topics:

SectionObjectives
Topic 1: Plan and Manage an Azure AI Solution- Manage security, compliance, and responsible AI
- Select appropriate Azure AI services
- Plan solution requirements and architecture
Topic 2: Implement Knowledge Mining and Document Intelligence- Enrich and index data for search scenarios
- Build Azure AI Search solutions
- Implement document intelligence solutions
Topic 3: Implement Computer Vision Solutions- Implement custom vision models
- Analyze images and videos using Azure AI Vision
- Extract information using OCR and form recognition
Topic 4: 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
Topic 5: Implement Generative AI Solutions- Implement Azure OpenAI Service solutions
- Build retrieval-augmented generation (RAG) solutions
- Integrate prompt engineering techniques

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Microsoft Designing and Implementing a Microsoft Azure AI Solution Sample Questions (Q55-Q60):

NEW QUESTION # 55
You are building an app by using the Speech SDK. The app will translate speech from French to German by using natural language processing.
You need to define the source language and the output 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:

Explanation:
SpeechRecognitionLanguage must be set to " fr " (French).
AddTargetLanguage( " de " ) must be used to specify German as the translation output.
Correct Code Completion
var speechTranslationConfig =
SpeechTranslationConfig.FromSubscription(speechKey, speechRegion);
speechTranslationConfig.SpeechRecognitionLanguage = " fr " ;
speechTranslationConfig.AddTargetLanguage( " de " );
Explanation:
SpeechRecognitionLanguage # sets the source spoken language that the Speech service listens to (here, French).
AddTargetLanguage( " de " ) # adds German as the target translation language.
SpeechSynthesisLanguage would be used if you want to speak out the translation, but since the requirement is only about defining input and output languages, we use AddTargetLanguage .
Microsoft Reference
Speech translation with Speech SDK
Final Answer:
First blank # SpeechRecognitionLanguage
Second blank # AddTargetLanguage


NEW QUESTION # 56
Note: This question is part of a series of questions that present the same scenario. Each question in the series contains a unique solution that might meet the stated goals. Some question sets might have more than one correct solution, while others might not have a correct solution.
After you answer a question in this section, you will NOT be able to return to it. As a result, these questions will not appear in the review screen.
You have an Azure Cognitive Search service.
During the past 12 months, query volume steadily increased.
You discover that some search query requests to the Cognitive Search service are being throttled.
You need to reduce the likelihood that search query requests are throttled.
Solution: You enable customer-managed key (CMK) encryption.
Does this meet the goal?

Answer: B

Explanation:
Customer-managed key (CMK) encryption does not affect throttling.
Instead, you could migrate to a Cognitive Search service that uses a higher tier.
Note: A simple fix to most throttling issues is to throw more resources at the search service (typically replicas for query-based throttling, or partitions for indexing-based throttling). However, increasing replicas or partitions adds cost, which is why it is important to know the reason why throttling is occurring at all.
Reference:
https://docs.microsoft.com/en-us/azure/search/search-performance-analysis


NEW QUESTION # 57
You have an Azure subscription that contains an Azure Al Document Intelligence resource named Aldoc1 in the SO tier.
You have the lies shown in the following table.

You need to train a custom extraction model by using AIdoc1.
Which files can you upload to Document Intelligence Studio?

Answer: D


NEW QUESTION # 58
You plan to provision Azure AI service resources by using the following method.

Answer:

Explanation:

Explanation:


NEW QUESTION # 59
You are developing a webpage that will use the Video Indexer service to display videos of internal company meetings.
You embed the Player widget and the Cognitive Insights widget into the page.
You need to configure the widgets to meet the following requirements:
Ensure that users can search for keywords.
Display the names and faces of people in the video.
Show captions in the video in English (United States).
How should you complete the URL for each widget? 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:


NEW QUESTION # 60
......

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