AI Engineer: Designing and Implementing an Azure [AI-100] 2

Question 1

Your company wants to extract key phrases and detect sentiment from customer feedback stored in Azure Blob Storage. Which Azure Cognitive Service should you use?

Accepted Answer

Azure Text Analytics

Answer

Azure Text Analytics provides key phrase extraction and sentiment analysis capabilities for unstructured text.

Question 2

You need to deploy a machine learning model so it can be consumed via a REST API with auto-scaling. Which Azure service is most appropriate?

Accepted Answer

Azure Machine Learning managed online endpoint

Answer

Azure Machine Learning managed online endpoints provide scalable, real-time REST API inference for deployed models.

Question 3

When configuring Azure Cognitive Services, you want to restrict access so only resources within a specific virtual network can call the API. What should you configure?

Accepted Answer

Network access rules on the Cognitive Services resource

Answer

Network access rules on the Cognitive Services resource allow you to limit inbound traffic to specific virtual networks or IP ranges.

Question 4

You are designing a bot that needs to understand natural language commands and map them to predefined intents. Which service should you use?

Accepted Answer

Language Understanding (LUIS)

Answer

LUIS (Language Understanding) is designed to map natural language utterances to intents and extract entities.

Question 5

A developer needs to transcribe audio files uploaded to Azure Blob Storage in batch mode without real-time requirements. Which Azure Speech feature is best suited?

Accepted Answer

Batch transcription

Answer

Batch transcription allows asynchronous processing of audio files stored in blob storage at scale.

AI - Engineer Practice Test

AI - Engineer Practice Test

AI Engineer: Designing and Implementing an Azure [AI-100] 2