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| Section | Objectives |
|---|---|
| Topic 1: Implement Computer Vision Solutions | - Extract information using OCR and form recognition - Analyze images and videos using Azure AI Vision - Implement custom vision models |
| Topic 2: Implement Knowledge Mining and Document Intelligence | - Build Azure AI Search solutions - Enrich and index data for search scenarios - Implement document intelligence solutions |
| Topic 3: Implement Generative AI Solutions | - Build retrieval-augmented generation (RAG) solutions - Integrate prompt engineering techniques - Implement Azure OpenAI Service solutions |
| Topic 4: Implement Natural Language Processing Solutions | - Implement question answering and conversational AI - Analyze text using Azure AI Language - Translate and interpret language using Azure AI services |
| Topic 5: Plan and Manage an Azure AI Solution | - Manage security, compliance, and responsible AI - Select appropriate Azure AI services - Plan solution requirements and architecture |
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NEW QUESTION # 228
You have a factory that produces food products.
You need to build a monitoring solution for staff compliance with personal protective equipment (PPE) requirements. The solution must meet the following requirements:
* identify staff who have removed masks or safety glasses.
* Perform a compliance check every 15 minutes.
* Minimize development effort.
* Minimize costs.
Which service should you use?
Answer: B
NEW QUESTION # 229
You plan to build an app that will generate a list of tags for uploaded images. The app must meet the following requirements:
* Generate tags in a user's preferred language.
* Support English, French, and Spanish.
* Minimize development effort
You need to build a function that will generate the tags for the app. Which Azure service endpoint should you use?
Answer: B
Explanation:
The requirements are:
* Generate tags for uploaded images # This is an image analysis task.
* Tags must be returned in the user's preferred language # Must support localization of tags.
* Languages required: English, French, and Spanish # Must support multiple languages.
* Minimize development effort # Should use a prebuilt service rather than training a custom model.
Option Analysis:
* A. Custom Vision image classification
* Custom Vision requires training a model with your own dataset.
* It outputs classification labels, but these are defined in English by the developer, and localization would require extra translation work.
* More development effort, not ideal here.
* B. Content Moderator Image Moderation
* Used to detect adult/racy content, profanity, or unsafe imagery.
* Does not generate descriptive image tags.
* Not suitable.
* C. Custom Translator
* Used to train translation models for text.
* Does not analyze or generate image tags.
* Not applicable here.
* D. Computer Vision Image Analysis
* Provides prebuilt image tagging and description features.
* Automatically generates descriptive tags for uploaded images.
* Supports multiple languages (including English, French, and Spanish) for returning tags and descriptions.
* Minimal development effort: simply call the Image Analysis API with the desired language parameter.
This exactly meets the requirements.
The answer: D. Computer Vision Image Analysis
* Azure AI Vision Image Analysis - Tags and Descriptions
* Azure AI Vision supported languages
* Quickstart: Analyze an image with the Computer Vision REST API
NEW QUESTION # 230
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:
Explanation:
NEW QUESTION # 231
You are developing a service that records lectures given in English (United Kingdom).
You have a method named AppendToTranscriptFile that takes translated text and a language identifier.
You need to develop code that will provide transcripts of the lectures to attendees in their respective language.
The supported languages are English, French, Spanish, and German.
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
Box 1: {"fr", "de", "es"}
A common task of speech translation is to specify target translation languages, at least one is required but multiples are supported. The following code snippet sets both French and German as translation language targets.
static async Task TranslateSpeechAsync()
{
var translationConfig =
SpeechTranslationConfig.FromSubscription(SPEECH__SUBSCRIPTION__KEY,
SPEECH__SERVICE__REGION);
translationConfig.SpeechRecognitionLanguage = "it-IT";
// Translate to languages. See, https://aka.ms/speech/sttt-languages
translationConfig.AddTargetLanguage("fr");
translationConfig.AddTargetLanguage("de");
}
Box 2: TranslationRecognizer
After you've created a SpeechTranslationConfig, the next step is to initialize a TranslationRecognizer.
Example code:
static async Task TranslateSpeechAsync()
{
var translationConfig =
SpeechTranslationConfig.FromSubscription(SPEECH__SUBSCRIPTION__KEY,
SPEECH__SERVICE__REGION);
var fromLanguage = "en-US";
var toLanguages = new List<string> { "it", "fr", "de" };
translationConfig.SpeechRecognitionLanguage = fromLanguage;
toLanguages.ForEach(translationConfig.AddTargetLanguage);
using var recognizer = new TranslationRecognizer(translationConfig);
}
NEW QUESTION # 232
You have an Azure subscription that contains an Azure Al Content Safety resource named CS1.
You create a test image that contains a circle.
You submit the test image to CS1 by using the curl command and the following command-line parameters.
What should you expect as the output?
Answer: A,C
NEW QUESTION # 233
......
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