ai102

You have a website that allows users to upload images. You need to ensure that the uploaded images do not contain adult content. The solution must minimize development effort. Which service should you use?

Azure AI Vision Image Analysis

You plan to build an app that will transcribe large quantities of audio files by using the Azure AI Speech service batch transcription feature. You need to recommend a storage solution for the audio files. The solution must minimize development effort. What should you recommend?

Azure Storage

You are building a custom translation model. You need to use bilingual training documents to teach the model your terminology and style. Which rule should you follow?

Be liberal.

You are developing a containerized optical character recognition (OCR)-capable application by using Azure AI Services containers. While developing the solution, you retrieve a status message of "Mismatch", and the connection to the AI Services resource fails. You need to ensure that the solution can connect to the AI Services resource. What should you do?

Confirm that the API key is for the correct resource type.

You are provisioning an Azure OpenAI service resource. You need to ensure that the resource is only available to applications that are hosted in your Azure subscription. Which network security setting should you configure?

Disabled, and allow a private endpoint connection to establish access

You have an Azure App Services web app named App1. You need to configure App1 to use Azure AI Services to authenticate by using Microsoft Entra ID. The solution must meet the following requirements: Minimize administrative effort. Use the principle of least privilege. What should you do?

From App1, enable a managed identity and assign role-based access control (RBAC) permissions to Azure AI Services.

You are building a GPT-based chat application that will answer questions about your company. You plan to use the Using your data feature in Azure OpenAI to ground the model with company data. Which four types of files can you use to ground the model? Each correct answer presents a complete solution.

HTML TXT HTML MD PDF TXT

You are building an app that will extract data from legal documents. You plan to use the Azure AI Document Intelligence prebuilt-read model. Which three document formats does the prebuilt-read model support? Each correct answer presents a complete solution.

PDF Microsoft Excel Microsoft Word

You are building an app that will use Azure AI Vision to detect the presence of people in a video feed. Which Azure AI Vision feature should you use?

Spatial Analysis

You have a question answering project. A customer asks a question that is not part of the project. You review the active learning suggestions and do not see any suggestions. You need to ensure that customer questions are included in the active learning suggestions. The solution must minimize administrative effort. What should you do?

Wait at least 30 minutes before checking for suggestions.

You are building a knowledge mining solution that will use AI enrichment and Azure AI Search. You need to create a data structure that will be used to store the enriched and indexed output for downstream apps. What should you create?

a knowledge store

You are building a custom translation model. You need to evaluate the precision of the text that you translated by using a Bilingual Evaluation Understudy (BLEU) score. Which scale is used for the score?

between 0 and 100

You are building an app will use Azure AI Search. You need to index a collection of documents. What is the first stage of the indexing process?

document cracking

You are building a solution that uses Azure AI Search. You need to define the field attributes for a field where the search results will include a hit count by category. Which attribute should you assign to the field?

facetable

You are building a solution that uses Azure AI Search. You need to save normalized binary files as projections. Which type of projection should you use?

files

You are building an app that will identify the core concepts of a document by using Azure AI Services. Which endpoint should you use as part of the solution?

key phrase extraction

You are building an app that will analyze the sentiment of user feedback by using Azure AI Language. You have a test document named Test.docx that contains one positive sentence and multiple neutral sentences. You need to validate the app by analyzing Test.docx. Which label will the app return for Test.docx?

positive

You are building a model that uses Conversational Language Understanding (CLU). You need to measure how accurate the model is. Which metric should you use?

precision

You are building a web app that will generate images based on user prompts. The app will use the DALL-E 3 Azure OpenAI model. You need to ensure that HTTP requests against the Azure OpenAI API successfully generate images. Which three HTTP header properties should you include? Each correct answer presents part of the solution.

the API version used in this operation the name of the DALL-E 3 model deployment the API version used in this operation the name of the Azure OpenAI service resource the name of the DALL-E 3 model deployment

You are creating an application that references the Azure OpenAI REST API for a DALL-E model. You plan to use thumbnails of the images that DALL-E generates and display them in a table on a webpage. You need to find the image URLs in the JSON response. Which element should you review?

the result element

You are building an app named App1 that uses the Image Analysis API. You are evaluating analyzing images by using the following request. https://*.cognitiveservices.azure.com/computervision/imageanalysis:analyze? features=read,description Which results will the request return?

the visible text in the image and a description of the image content