What happens when you increase the number of virtual machines in an Azure scale set?
ALoad balancing improves
BCost decreases
CPerformance always improves
DAvailability decreases
Explanation
Increasing VMs in a scale set enhances load balancing; other options are incorrect.
Q112
Which Azure service is used for building conversational AI experiences?
AAzure Bot Services
BAzure Functions
CAzure Storage
DAzure Virtual Machines
Explanation
Azure Bot Services allows developers to create and manage bots, unlike the others which serve different purposes.
Q113
You are configuring a recommendation model for a retail application using Azure Machine Learning. What should you focus on to improve accuracy?
AData type
BModel complexity
CData quality
DCompute options
Explanation
Data quality is crucial for accurate models, whereas the other options may not directly impact accuracy.
Q114
What happens when an AI model is overfitted?
AIt predicts new data accurately
BIt memorizes training data too well
CIt needs more features
DIt generalizes well on unseen data
Explanation
Overfitting occurs when a model memorizes the training data, leading to poor generalization.
Q115
Which Azure service is used for computer vision tasks?
AAzure Cognitive Services
BAzure DevOps
CAzure Functions
DAzure Stream Analytics
Explanation
Azure Cognitive Services provides APIs for computer vision tasks, while others serve different purposes.
Q116
A company needs to deploy AI models without managing the infrastructure. Which Azure service should they use?
AAzure Machine Learning
BAzure Kubernetes Service
CAzure Portal
DAzure DevTest Labs
Explanation
Azure Machine Learning offers managed services for model deployment, unlike the others.
Q117
What happens when a neural network model underfits the training data?
AIt learns the data too well.
BIt fails to capture patterns.
CIt maximizes accuracy on new data.
DIt has high variance.
Explanation
Underfitting indicates the model has not learned enough, leading to poor pattern recognition.
Q118
Which Azure service provides a framework for building conversational AI?
AAzure Bot Service
BAzure Logic Apps
CAzure Functions
DAzure Data Lake
Explanation
Azure Bot Service enables the development of chatbots, while others serve different purposes like automation or data storage.
Q119
A company needs to analyze large sets of data quickly and efficiently. Which Azure service should they use?
AAzure Blob Storage
BAzure Kubernetes Service
CAzure Synapse Analytics
DAzure Active Directory
Explanation
Azure Synapse Analytics is designed for high-performance data analysis, unlike the other services.
Q120
What happens when you integrate Azure Machine Learning with Azure DevOps?
AEnhanced collaboration on machine learning projects
BPermanent data storage in Azure
CReduced cost of Azure services
DAutomatic model deployment without validation
Explanation
Integration improves project collaboration and streamline CI/CD processes, while other options do not directly relate to the benefits of integration.