Q121
Q121 What is the primary purpose of Azure DevOps?
Storing container images
Managing virtual machines
Enabling CI/CD workflows
Monitoring applications
Q122
Q122 Which component in Azure DevOps is used for source code versioning?
Azure Pipelines
Azure Repos
Azure Artifacts
Azure Boards
Q123
Q123 What is the purpose of Azure Pipelines?
To build, test, and deploy code
To manage user permissions
To create dashboards
To monitor logs
Q124
Q124 Which CI/CD trigger type in Azure Pipelines runs a pipeline automatically on code changes?
Manual trigger
Schedule trigger
Continuous integration trigger
Deployment trigger
Q125
Q125 How do you create a new Azure DevOps project using Azure CLI?
az devops project create
az pipelines create
az repos project create
az devops create
Q126
Q126 How can you define a build pipeline in Azure Pipelines using YAML?
Use a "pipelines" property
Use a "tasks" property
Use a "jobs" property
Use a "build" property
Q127
Q127 A CI/CD pipeline fails during deployment. What should you verify first?
Deployment stage logs
Repository configuration
Source code quality
Trigger configuration
Q128
Q128 A build pipeline in Azure Pipelines is not triggering automatically. What should you check?
Trigger configuration
Build agent status
Repository permissions
Pipeline permissions
Q129
Q129 What is Azure Cosmos DB primarily used for?
Storing relational data
Running containerized applications
Storing globally distributed data
Creating virtual networks
Q130
Q130 Which consistency level in Cosmos DB provides the highest level of consistency?
Eventual
Strong
Bounded staleness
Session
Q131
Q131 What is the primary purpose of Azure Synapse Analytics?
Big data integration and analysis
Running containerized workloads
Network traffic monitoring
Creating NoSQL databases
Q132
Q132 Which query language is supported by Azure Synapse Analytics?
KQL
T-SQL
SQL++
Gremlin
Q133
Q133 How do you create a new Azure Cosmos DB account using Azure CLI?
az cosmosdb create
az cosmosdb account create
az db create
az cosmosdb new
Q134
Q134 How do you configure an external table in Azure Synapse using T-SQL?
Use CREATE EXTERNAL TABLE
Use CREATE TABLE
Use CREATE VIEW
Use CREATE DATA SOURCE
Q135
Q135 A query in Azure Synapse returns incomplete results. What could be the issue?
Insufficient resource allocation
Query syntax error
Network latency
Storage account misconfiguration
Q136
Q136 A Cosmos DB account shows high latency for read operations. What should you verify?
Indexing policy
Consistency level
Region placement
Partition key design
Q137
Q137 What is Azure Machine Learning primarily used for?
Data storage
Model training and deployment
Managing virtual machines
Network configuration
Q138
Q138 Which component in Azure AI enables natural language understanding in applications?
Azure Cognitive Search
Azure Form Recognizer
Azure Language Service
Azure OpenAI
Q139
Q139 What is the purpose of the Azure Cognitive Services Face API?
Image classification
Facial recognition
Speech synthesis
Data encryption
Q140
Q140 How do you create a machine learning workspace using Azure CLI?
az ml create workspace
az ml workspace create
az ml create
az machine-learning create
Q141
Q141 How do you deploy a trained model to an endpoint in Azure Machine Learning using CLI?
az ml deploy
az ml model deploy
az ml endpoint deploy
az ml service create
Q142
Q142 A model deployment in Azure Machine Learning fails. What should you check first?
Model configuration
Compute instance status
Container logs
Resource group settings
Q143
Q143 An Azure Cognitive Service API returns a 429 error. What could be the issue?
Authentication failure
Exceeded request quota
Incorrect endpoint
Network latency
Q144
Q144 What is a common use case for Azure Site Recovery in enterprise environments?
Data encryption
Disaster recovery
Scaling applications
Monitoring logs
Q145
Q145 How does Azure Logic Apps support enterprise integration?
By enabling data encryption
By automating workflows
By creating virtual networks
By deploying machine learning models
Q146
Q146 Which Azure service is commonly used for hybrid cloud scenarios?
Azure ExpressRoute
Azure Synapse Analytics
Azure App Service
Azure Functions
Q147
Q147 How do you enable Azure Site Recovery for a virtual machine using Azure CLI?
az recovery enable
az vm disaster-recovery enable
az vm asr enable
az site-recovery enable
Q148
Q148 How do you configure a data pipeline in Azure Data Factory using an ARM template?
Use the "pipelines" property
Use the "activities" property
Use the "triggers" property
Use the "dataPipeline" property
Q149
Q149 A data pipeline in Azure Data Factory is failing intermittently. What should you check?
Activity configurations
Pipeline triggers
Integration runtime status
All of these
Q150
Q150 A hybrid connection using Azure ExpressRoute is experiencing high latency. What could be the issue?
Network configuration
Route filters
Circuit bandwidth
BGP session status
