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| Section | Objectives |
|---|---|
| Plan and Manage an Azure AI Solution | - Select appropriate Azure AI services - Plan solution requirements and architecture - Manage security, compliance, and responsible AI |
| Implement Generative AI Solutions | - Implement Azure OpenAI Service solutions - Integrate prompt engineering techniques - Build retrieval-augmented generation (RAG) solutions |
| Implement Knowledge Mining and Document Intelligence | - Enrich and index data for search scenarios - Implement document intelligence solutions - Build Azure AI Search solutions |
| Implement Natural Language Processing Solutions | - Translate and interpret language using Azure AI services - Implement question answering and conversational AI - Analyze text using Azure AI Language |
| Implement Computer Vision Solutions | - Implement custom vision models - Extract information using OCR and form recognition - Analyze images and videos using Azure AI Vision |
>> AI-102 Valid Study Questions <<
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NEW QUESTION # 277
You need to develop code to upload images for the product creation project. The solution must meet the accessibility requirements.
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:
Reference:
https://github.com/Azure-Samples/cognitive-services-dotnet-sdk-samples/blob/master/documentation-samples/quickstarts/ComputerVision/Program.cs
NEW QUESTION # 278
You are developing a method for an application that uses the Translator API.
The method will receive the content of a webpage, and then translate the content into Greek (el). The result will also contain a transliteration that uses the Roman alphabet.
You need to create the URI for the call to the Translator API. You have the following URI.
https://api.cognitive.microsofttranslator.com/translate?api-version=3.0 Which three additional query parameters should you include in the URI? Each correct answer presents part of the solution. (Choose three.) NOTE: Each correct selection is worth one point.
Answer: A,B,E
Explanation:
Comprehensive Detailed Explanation
You are asked to construct a URI for the Microsoft Translator API call that:
Translates webpage content into Greek (el).
Returns a transliteration in the Roman alphabet (Latin script).
The base URI given is:
https: //api.cognitive.microsofttranslator.com/translate?api-version=3.0 Now, let's evaluate the required query parameters.
1. to=el
This specifies the target language for translation.
Since the requirement is to translate into Greek, we must include:
to =el
Correct
2. textType=html
The source content is from a webpage.
Translator API requires textType=html for web page or HTML-formatted content.
If omitted, the default is plain text.
Correct
3. toScript=Latn
By default, Greek text is written in its native Greek script.
To provide a transliteration in the Roman alphabet, we must set toScript=Latn .
Latn = Latin script.
Correct
Incorrect Options
A). toScript=Cyrl
Cyrl = Cyrillic script. Not required here.
B). from=el
This would mean the source language is Greek.
In the requirement, the target is Greek, so this is incorrect.
E). textType=plain
Incorrect, since we are translating HTML webpage content, not plain text.
The Answer: C. textType=html, D. to=el, F. toScript=Latn
Microsoft References
Translator Text API v3.0 Reference - Translate
Language and Script Parameters (to, from, toScript)
NEW QUESTION # 279
You have a question answering project in Azure Cognitive Service for Language.
You need to move the project to a Language service instance in a different Azure region.
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:
Explanation:
NEW QUESTION # 280
Which property of a transactional workload guarantees that each transaction is treated as a single unit that either succeeds completely or tails completely?
Answer: B
Explanation:
* The A in ACID stands for Atomicity.
* Atomicity ensures that all parts of a transaction are completed. If any part fails, the entire transaction is rolled back # all-or-nothing execution.
* Isolation ensures transactions do not interfere with each other.
* Consistency ensures data moves from one valid state to another.
* Durability ensures committed changes survive failures.
The answer: B. atomicity
NEW QUESTION # 281
You have 100,000 images.
You need to build an app that will perform the following actions:
* Identify road signs in the images and generate a short description of each road sign.
* Analyze the descriptions to generate a report about the different types of road signs and how often each type occurred.
The solution must minimize costs.
What should you use for each action? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.
Answer:
Explanation:
Explanation:
* Identify the road signs and generate a short description of each road sign: Azure AI Vision is the most suitable choice for this task. It is designed for image analysis and can accurately detect and describe objects such as road signs in large datasets like your 100,000 images. This service is optimized for computer vision tasks and helps minimize costs by efficiently processing images at scale.
* Analyze the descriptions to generate a report about the different types of road signs and how often each type occurred: Azure OpenAI GPT-4-Turbo is ideal for this action. It can process natural language descriptions, identify patterns, and generate a detailed report based on the frequency of different road sign types. This model is cost-effective for text analysis tasks and can handle the volume of data derived from the image descriptions while providing advanced language understanding.
NEW QUESTION # 282
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