A company needs to implement image analysis in its application. Which Azure AI service should they use?
AAzure Computer Vision
BAzure Stream Analytics
CAzure Data Factory
DAzure Functions
Explanation
Azure Computer Vision specializes in image processing capabilities, unlike the other options.
Q132
You are configuring an Azure Machine Learning workspace. What happens when you choose to create a new compute cluster?
AOnly CPU instances are created.
BIt creates a scalable compute resource.
CIt reduces storage costs.
DIt automatically deploys your model.
Explanation
Creating a new compute cluster establishes a scalable environment for model training, not related to storage or deployment.
Q133
Which Azure service is designed for machine learning model training?
AAzure Machine Learning
BAzure Cognitive Services
CAzure Functions
DAzure Logic Apps
Explanation
Azure Machine Learning is specifically built for training and deploying machine learning models, while the other options serve different purposes.
Q134
A company needs to integrate a chatbot that supports multiple languages. Which Azure service should they use?
AAzure Bot Services
BAzure Web Apps
CAzure Functions
DAzure DevOps
Explanation
Azure Bot Services provides the functionality to create chatbots including multilingual support, while the other services do not focus on bot integration.
Q135
You are configuring an Azure AI model deployment and face a model versioning issue. What is the first step you should take?
ADelete the old version
BRoll back to a previous deployment
CUse version control in Azure MLOps
DUpdate the model configuration file
Explanation
Using version control in Azure MLOps effectively manages and tracks your model versions, while the other options are either destructive or reactive actions.
Q136
Which Azure service is best for building conversational AI applications?
AAzure Bot Services
BAzure Functions
CAzure Logic Apps
DAzure Cognitive Services
Explanation
Azure Bot Services provides dedicated tools for building chatbots, while the others serve different functions.
Q137
A company needs to annotate images for a label recognition model. Which Azure tool should they use?
AAzure Forms Recognizer
BAzure Custom Vision
CAzure Data Factory
DAzure Machine Learning Studio
Explanation
Azure Custom Vision is specifically for image classification and labeling, unlike the other options.
Q138
What happens when you exceed the quota for Azure Cognitive Services?
AThe service slows down
BRequests are denied
CAdditional charges apply
DService becomes unavailable
Explanation
Exceeding the quota results in denied requests, while additional charges or unavailability depend on the specific service agreements.
Q139
Which service enables text analytics in Azure?
AText Analytics API
BCognitive Search
CAzure Bot Service
DData Lake Storage
Explanation
The Text Analytics API provides natural language processing capabilities, whereas the others serve different functions.
Q140
A company needs to identify object types in images. Which Azure service should they use?
AFace API
BComputer Vision
CSpeech API
DLanguage Understanding
Explanation
Computer Vision specializes in image analysis, unlike the other options that focus on different domains.