Azure Cognitive Services 리소스를 프로그래밍 방식으로 생성하기 위한 C# 메서드는 다음과 같습니다. 미국 서부 Azure 지역에 무료 Azure 리소스를 생성하려면 메서드를 호출해야 합니다. 이 리소스는 이미지 캡션을 자동으로 생성하는 데 사용됩니다. 어떤 코드를 사용해야 하나요?
정답: A
The question is about creating an Azure Cognitive Services resource programmatically with C#. Key requirements from the question: Free resource # This requires the F0 (Free) pricing tier. West US region # Location should be " westus " . Generate captions of images automatically # This requires the Computer Vision service. Option Analysis A). create_resource(client, " res1 " , " ComputerVision " , " F0 " , " westus " ) Uses " ComputerVision " kind # Correct, because Computer Vision provides the image captioning feature. Tier is " F0 " # Correct, free tier. Location " westus " # Correct. This is the correct answer. B). create_resource(client, " res1 " , " CustomVision.Prediction " , " F0 " , " westus " ) Custom Vision is for building and deploying custom image classifiers. The Prediction resource is specifically for running inference, not general captioning. Wrong service for the requirement. C). create_resource(client, " res1 " , " ComputerVision " , " S0 " , " westus " ) " ComputerVision " is correct. But " S0 " is a paid tier, not the required free tier. Does not meet the requirement. D). create_resource(client, " res1 " , " CustomVision.Prediction " , " S0 " , " westus " ) Wrong service (captioning is not handled by Custom Vision). Wrong tier (paid instead of free). Incorrect. The answer: A. create_resource(client, " res1 " , " ComputerVision " , " F0 " , " westus " ) Microsoft References Azure AI Computer Vision documentation Create a Cognitive Services resource in Azure Computer Vision capabilities - Image analysis and captioning
AI-102-KR 문제 152
자연어 처리를 사용하여 소셜 미디어에서 브랜드에 대한 대중의 인식을 측정해야 합니다. 어떤 Azure 서비스를 사용해야 할까요?
정답: D
The requirement is: "Measure the public perception of your brand on social media using natural language processing (NLP)." * A. Content Moderator * Designed to filter offensive or inappropriate content in text, images, and videos. * Not suitable for sentiment analysis or measuring perception. * B. Form Recognizer * Extracts structured data from documents (invoices, receipts, forms). * Not used for analyzing social media posts. * C. Computer Vision * Analyzes images and videos for object detection, image classification, OCR, etc. * Not used for text-based sentiment analysis. * D. Language service # * Provides natural language processing (NLP) capabilities such as sentiment analysis, opinion mining, key phrase extraction, entity recognition, and language detection. * Perfect fit for analyzing public perception from social media posts.
AI-102-KR 문제 153
Azure Stream Analytics의 스트림 처리 작업에서 쿼리를 정의하는 데 무엇을 사용합니까?
정답: A
In Azure Stream Analytics, queries are defined using a SQL-like query language specifically designed for real- time analytics over streaming data. The language is often referred to as Stream Analytics Query Language (SAQL). It is very similar to T-SQL (Transact-SQL) but extended with additional features for temporal (time-based) operations, stream joins, aggregations over windows, and event handling. With this language, you can perform operations like filtering, projections, aggregations, joins, and even machine learning model scoring on data streams. Reviewing the options: SQL - Correct. Azure Stream Analytics jobs are defined using a SQL-like language. XML - Incorrect. XML is used for data representation, not defining queries in Stream Analytics. YAML - Incorrect. YAML is commonly used for configuration files, not streaming queries. KOL - Incorrect. This is not a relevant query language. The answer: A. SQL Microsoft References Introduction to Azure Stream Analytics query language Query overview for Stream Analytics
AI-102-KR 문제 154
Azure AI를 사용하여 사용자가 성적으로 노골적인 이미지를 공유하지 못하도록 하는 이미지 공유 앱을 만들고 있습니다. 부적절한 이미지를 정확하게 식별해야 합니다. 솔루션은 개발 노력을 최소화해야 합니다. 무엇을 사용해야 하나요?
정답: C
You want to prevent users from sharing sexually explicit images and minimize development effort. Azure AI Content Safety Studio provides a no-code, browser-based experience to test and tune image moderation using the Content Safety service. It supports out-of-the-box classification for Sexual, Hate, Violence, and Self-harm categories, lets you adjust severity thresholds, review results, and export settings or sample code with minimal engineering work. Other options: * A. Visual Studio - an IDE, not a moderation service. * B. Vision Studio in Azure AI Vision - focuses on vision tasks (OCR, image analysis). For policy /compliance moderation of explicit content, Content Safety is the correct service. * D. Azure AI Studio - general hub for building generative AI apps; not the specialized moderation experience. Microsoft References * Azure AI Content Safety overview and image moderation concepts. * Content Safety Studio quickstart and scenarios. * Content categories (Sexual, Hate, Violence, Self-harm).
AI-102-KR 문제 155
귀사에는 여러 개의 PDF 문서가 포함된 제품 기술 자료가 있습니다. 지식베이스의 데이터를 기반으로 답변을 제공하는 챗봇을 구축해야 합니다. 개발 노력과 비용은 최소화해야 합니다. 솔루션에 무엇을 포함해야 할까요?
