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You have an Azure subscription that contains an Azure App Service app named App1.
You provision a multi-service Azure Cognitive Services resource named CSAccount1.
You need to configure App1 to access CSAccount1. The solution must minimize administrative effort.
What should you use to configure App1?
- A. a system-assigned managed identity and an X.509 certificate
- B. the endpoint URI and an OAuth token
- C. the endpoint URI and a shared access signature (SAS) token
- D. the endpoint URI and subscription key
You plan to perform predictive maintenance.
You collect IoT sensor data from 100 industrial machines for a year. Each machine has 50 different sensors that generate data at one-minute intervals. In total, you have 5,000 time series datasets.
You need to identify unusual values in each time series to help predict machinery failures.
Which Azure service should you use?
- A. Azure AI Computer Vision
- B. Cognitive Search
- C. Azure AI Document Intelligence
- D. Azure AI Anomaly Detector
You have an Azure subscription that contains a multi-service Azure Cognitive Services Translator resource named Translator1.
You are building an app that will translate text and documents by using Translator1.
You need to create the REST API request for the app.
Which headers should you include in the request?
- A. the access control request, the content type, and the content length
- B. the subscription key and the client trace ID
- C. the resource ID and the content language
- D. the subscription key, the subscription region, and the content type
HOTSPOT
–
You plan to deploy a containerized version of an Azure Cognitive Services service that will be used for sentiment analysis.
You configure https://contoso.cognitiveservices.azure.com as the endpoint URI for the service.
You need to run the container on an Azure virtual machine by using Docker.
How should you complete the command? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.


You are developing a system that will monitor temperature data from a data stream. The system must generate an alert in response to atypical values. The solution must minimize development effort.
What should you include in the solution?
- A. Multivariate Anomaly Detection
- B. Azure Stream Analytics
- C. metric alerts in Azure Monitor
- D. Univariate Anomaly Detection
HOTSPOT –
You are developing a text processing solution.
You have the function shown below.

For the second argument, you call the function and specify the following string.
Our tour of Paris included a visit to the Eiffel Tower
For each of the following statements, select Yes if the statement is true. Otherwise, select No.
You have a Microsoft OneDrive folder that contains a 20-GB video file named File1.avi.
You need to index File1.avi by using the Azure Video Indexer website.
What should you do?
- A. Upload File1.avi to the www.youtube.com webpage, and then copy the URL of the video to the Azure AI Video Indexer website.
- B. Download File1.avi to a local computer, and then upload the file to the Azure AI Video Indexer website.
- C. From OneDrive, create a download link, and then copy the link to the Azure AI Video Indexer website.
- D. From OneDrive, create a sharing link for File1.avi, and then copy the link to the Azure AI Video Indexer website.
HOTSPOT –
You are developing a text processing solution.
You develop the following method.

You call the method by using the following code.
get_key_phrases(text_analytics_client, “the cat sat on the mat”)
For each of the following statements, select Yes if the statement is true. Otherwise, select No.
NOTE: Each correct selection is worth one point.

You have an Azure subscription that contains an Azure AI Service resource named CSAccount1 and a virtual network named VNet1. CSAaccount1 is connected to VNet1.
You need to ensure that only specific resources can access CSAccount1. The solution must meet the following requirements:
• Prevent external access to CSAccount1.
• Minimize administrative effort.
Which two actions should you perform? Each correct answer presents part of the solution.
NOTE: Each correct answer is worth one point.
- A. In VNet1, enable a service endpoint for CSAccount1.
- B. In CSAccount1, configure the Access control (IAM) settings.
- C. In VNet1, modify the virtual network settings.
- D. In VNet1, create a virtual subnet.
- E. In CSAccount1, modify the virtual network settings.
HOTSPOT
–
You are developing a service that records lectures given in English (United Kingdom).
You have a method named append_to_transcript_file 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.

